In-vehicle intelligent safety, surveillance and environmental monitoring platform

Abstract

An integrated intelligent safety and surveillance system for vehicles combining multiple cameras (internal fisheye, front, rear), radar collision sensor, high-precision GPS unit, environmental sensors (temperature, humidity, air quality), and ambient LED lighting within a single embedded unit with internal battery and optional solar power. Features protocol-agnostic communication architecture (GSM / 3G / 4G / 5G, Wi-Fi, Bluetooth, satellite, CAN bus) and supports multiple platforms (Android, Arduino, ESP, Raspberry Pi, STM32). Provides collision warning, 360-degree monitoring, real-time GPS tracking, geofencing, stolen vehicle recovery, driving behavior analysis, and risk heat maps. Targets commercial vehicles, taxis, ride-sharing, and fleet management. Core innovation: integrating all systems into one flexible platform with comprehensive spatial-temporal analytics.

Description

[0001] In-Vehicle Intelligent Safety, Surveillance and Environmental Monitoring Platform

[0002] Technical Field

[0003] [1] This invention relates to the field of intelligent vehicle safety and surveillance systems, specifically to an integrated hardware and software system for monitoring the internal and external environment of vehicles and providing preventive collision warnings. The invention belongs to technical fields related to the Internet of Things (loT), Advanced Driver Assistance Systems (ADAS), multi-protocol wireless communication technologies, and environmental and radar sensing systems for commercial vehicles and passenger transport vehicles.

[0004] [2] The technical field also includes: multi-angle camera systems for surveillance and documentation, proximity and collision sensors, cabin air quality monitoring systems, and cloud software platforms for real-time data management and analysis.

[0005] Summary of the Invention

[0006] [4] The invention consists of an integrated intelligent safety and surveillance system for vehicles, designed to provide comprehensive protection for passengers and drivers with precise geographic tracking across various types of commercial and private vehicles, where the system combines multiple sensors, surveillance cameras, geographic positioning units, flexible communication technologies, and cloud software to achieve a safe driving environment and effective monitoring with comprehensive spatial and temporal documentation. The system comprises a central hardware unit that includes a fisheye lens camera for wide-angle interior monitoring to cover the entire passenger cabin, a front camera to record the road and events ahead of the vehicle, a rear camera to monitor the area behind the vehicle, a front radar sensor to measure the distance between vehicles and provide early detection of collision probability, a high-precision GPS geographic positioning unit to track the vehicle's actual location in real-time while providing speed, direction, and precise timing data, multiple environmental sensors to measure air quality, temperature, humidity, and airborne particles, in addition to ambient LED lighting that can be activated in nighttime conditions. The system features a protocol-agnostic communication architecture where it can connect to backend servers via any available wired or wireless communication platform or protocol, including GSM / GPRS / 3G / 4G / 5G networks, loT technologies NB-IoT and LTE-M, Wi-Fi networks, Bluetooth, LoRaWAN, satellite communications, and CAN bus protocols for integration with the vehicle's original systems, and the system supports integration with various computing platforms and microcontrollers such as Android boards, Arduino, ESP, Raspberry Pi, STM32, and other programmable platforms. The system provides multiple functions including collision warning using the front radar sensor integrated with speed data from GPS to measure distance and relative speed between vehicles and issue immediate warnings when another vehicle approaches dangerously, comprehensive 360-degree monitoring where the three cameras provide complete visual coverage to document events with precise geographic coordinates and timestamps to create a comprehensive geographic visual record, internal environmental monitoring through continuous tracking of air quality, temperature, humidity, and suspended particles with linking to geographic location to create environmental maps across different routes, spatial and temporal documentation through continuous video recording of trips with synchronized GPS data that can be used as legal evidence in cases of accidents or disputes with the ability to display the route on interactive maps, immediate and direct vehicle location tracking with the ability to monitor fleets in real-time and manage trips and verify compliance with specified routes, geofencing functions that allow defining permitted geographic areas and issuing automatic alerts when the vehicle enters or exits these areas for protection against unauthorized movement, recovery of stolen vehicles through immediate and continuous location tracking even when the vehicle is stopped, analysis of driving patterns and driver behavior based on geographic location to detect dangerous behaviors in specific areas such as harsh acceleration or sudden braking at intersections, and generation of heat maps showing high-risk areas and analysis of route efficiency and comparison of alternative routes, with flexibility in application and ability to install in all types of vehicles regardless of engine type or classification including taxis, minibuses, commercial passenger transport vehicles, limousines and tourism vehicles, freight vehicles, and trains, and adaptive lighting through automatic or manual activation of ambient lighting in nighttime conditions to improve visibility and provide a safe environment. The system primarily targets the commercial vehicle sector and passenger transport services including private vehicles operating on ride-sharing platforms, taxis and public transport, limousines and tourism transport, corporate fleet vehicles, freight and logistics transport vehicles, trains, and enclosed chassis vehicles, where the core innovation lies in integrating internal environmental monitoring systems, external collision detection systems, multi-angle visual surveillance, precise geographic tracking units, and integration with vehicle electronic systems via CAN bus within a single flexible platform characterized by communication protocol independence and adaptability to various vehicle types and technical infrastructures, while providing comprehensive intelligent spatial and temporal analytics that link all data to geographic location and precise timing to create an integrated three- dimensional view of each trip combining visual, environmental, spatial, and behavioral context.

[0007] Technical Solution

[0008] [8] The invention provides an integrated technical solution based on a distributed system architecture consisting of three main levels: the physical hardware layer inside the vehicle, the communication and transport layer, and the cloud processing and analysis layer, where these layers work in coordination to achieve comprehensive monitoring and immediate response to risks while providing precise geographic tracking for all events and data.

[0009] [9] The physical hardware layer consists of a programmable central unit that acts as the main control center, where various sensors, cameras, and geographic positioning units connect to it via multiple interfaces. These components include an internal camera with a fisheye lens providing a wide viewing angle of up to 180 degrees or more to cover the entire internal cabin space and record events and passenger and driver behavior, a high-resolution front camera facing the road to record traffic and events ahead of the vehicle and provide visual documentation of potential accidents, a rear camera to monitor the area behind the vehicle and record events in the rear, a front radar sensor operating on electromagnetic wave technology to measure the distance between the vehicle and other vehicles or obstacles ahead and calculate the relative approach speed and predict collision probability, a high-precision GPS geographic positioning unit that tracks the vehicle's actual location in real-time while providing speed, direction, altitude, and precise timing data, a set of environmental sensors to measure temperature and humidity inside the cabin and monitor the concentration of airborne particles and measure various air quality indicators, in addition to a controllable LED ambient lighting system that can be activated automatically or manually in nighttime conditions or when ambient lighting decreases.

[0010]

[0010] The programmable central unit processes data from all sensors, cameras, and GPS unit in real-time, where it applies signal processing algorithms to analyze radar data and calculate approach rates and critical distances while integrating them with speed data from the GPS unit to improve collision prediction accuracy. It also tags all images and videos captured from cameras with precise geographic coordinates and synchronized timestamp from GPS before compressing and sending them to servers, collects environmental sensor readings and links them to geographic location to create heat maps of air quality across different routes, compares these readings to predefined thresholds to detect any abnormal or dangerous conditions. Upon detecting a potential danger situation such as rapid approach to a vehicle ahead, severe deterioration in air quality, or exit from an allowed geographic area, the system issues immediate alerts via audio or visual interfaces inside the vehicle to warn the driver or passengers while sending immediate notifications to the cloud platform including the precise location of the event. The system can also record all data locally on internal storage media with linking to GPS temporal and spatial log to ensure critical information is not lost even in case of communication loss. The GPS unit enables the system to implement geofencing functions where specific geographic areas can be defined and automatic alerts issued when the vehicle enters or exits these areas, providing an important security feature for detecting unauthorized movement or vehicle use outside the specified range.

[0011] The communication layer relies on a flexible architecture independent of protocol, where the central unit can connect to backend servers via any available wired or wireless communication protocols. This is done through switchable or integrated communication modules supporting multiple technologies such as cellular networks of different generations, Wi-Fi networks, low-power loT protocols, and satellite communications for remote areas where the GPS unit can operate without internet connection while storing data locally until connection is restored. The system automatically selects the optimal available protocol based on criteria such as signal quality, data cost, and required transmission speed. Data is transmitted securely and encrypted to cloud servers using standard encryption protocols with GPS data attached to each transmitted data packet to provide complete spatial and temporal context, with the possibility of data compression to reduce bandwidth consumption especially when transmitting recorded video from multiple cameras with accompanying geographic route information.

[0011]

[0012] At the cloud layer level, servers receive data sent from vehicles and process and analyze it using advanced algorithms, where video recordings are stored in an organized manner linked to precise temporal and geographic information from GPS and accompanying environmental data, enabling creation of interactive maps displaying trip routes with the ability to play recorded video synchronized with location on the map. Machine learning algorithms are applied to analyze driving patterns and detect dangerous or abnormal behaviors in specific geographic locations such as harsh acceleration or sudden braking at intersections or speeding in certain areas. Heat maps are generated showing high-risk areas based on accumulated data from multiple fleets, route efficiency is analyzed and alternative routes compared in terms of trip time, fuel consumption, and surrounding air quality. Analytical reports and statistics are generated about vehicle and driver performance and detected danger situations with geographic classification. The cloud platform also provides application programming interfaces allowing users or fleet owners to access data, recordings, reports, and live route maps via web or mobile phone applications, providing real-time fleet tracking features, trip management, and verification of driver compliance with specified routes, and applying multiple permission and security levels to protect data privacy and sensitive geographic locations. In emergency or accident cases, the system can automatically send the precise geographic location to emergency response entities or control centers to expedite rescue and assistance operations.

[0012]

[0013] The system integrates with the vehicle's original electronic systems via standard communication protocols such as CAN bus, allowing it to read vital information such as current speed, engine status, fuel consumption, and brake system information. Speed data extracted from CAN bus is cross-verified with GPS data to ensure accuracy and detect any potential tampering with speed readings. This integrated data contributes to improving collision probability calculation accuracy by combining radar measurements, actual vehicle speed, and location and direction data from GPS, and providing more comprehensive context for recorded events including geographic location, speed, and mechanical vehicle condition. The system can also interact with some vehicle systems to issue warnings via the original display screen or audio system if appropriate integration exists. Integrating GPS data with CAN bus information enables creation of comprehensive driving profiles linking driving behavior to geographic conditions and different roads.

[0014] The system is installed in the vehicle in a non-invasive manner that does not require fundamental modifications to the vehicle structure, where cameras, sensors, and GPS unit are mounted in strategic locations using adjustable mounts, with GPS antenna installed in a location ensuring clear satellite signal reception usually on the upper part of the vehicle. The central unit is connected to the vehicle's electrical power source with overcurrent protection mechanism, and the system can operate automatically when the vehicle is started or independently via internal backup battery, enabling monitoring and location tracking even when the vehicle is stopped, providing an important security feature in vehicle theft cases where they can be tracked and recovered based on immediate GPS location. Sensors, cameras, and GPS unit are calibrated during installation to ensure measurement accuracy and unified timing across all components, with the possibility of remote recalibration later via software updates.

[0013]

[0015] The system supports over-the-air software updates, where operating software and algorithms can be updated and new features added such as additional geofencing areas or high-risk area maps without need for physical intervention, ensuring the system remains updated and compliant with latest standards and requirements. It also includes selfdiagnostic mechanisms to detect hardware or sensor failures including GPS signal loss or weak geographic positioning accuracy and send preventive maintenance alerts with location where failure occurred. In case of component failure, the system continues operating with limited capabilities using remaining functional components. For example, in case of temporary GPS signal loss, location can be estimated using dead reckoning algorithms based on last known location and speed data from CAN bus until satellite signal is restored, ensuring service continuity and high system reliability in various operating and environmental conditions including tunnels and urban areas with tall buildings where GPS signal may temporarily weaken.

[0014] Features of the Invention

[0015]

[0016] The current invention provides a wide range of technical and operational features and benefits that distinguish it from traditional systems available in the market. These features include:

[0016]

[0017] Technical and architectural features:

[0017]

[0018] The system features a flexible architectural structure independent of communication protocols, allowing it to work with any currently or future available communication technology without need for hardware redesign, ensuring continued system operation with technology evolution and emergence of new protocols, and provides high adaptability to different infrastructures in different countries and geographic regions. The system supports integration with various computing platforms and different microcontrollers, providing great flexibility in choosing hardware components based on specific requirements, budget, and local availability, and facilitates maintenance and replacement operations without being tied to a single supplier. Integration with CAN bus protocol enables direct access to original vehicle data, providing comprehensive vision combining mechanical data, external sensor data, and GPS unit in one integrated platform. The system supports over-the-air software updates, eliminating need for physical intervention when adding new features, improving algorithms, or fixing errors, significantly reducing long-term maintenance and operating costs.

[0018]

[0019] Safety and security features:

[0019]

[0020] The system provides preventive collision warnings by integrating radar sensor data with GPS speed data and vehicle information from CAN bus, resulting in high accuracy in calculating collision probability and reducing false alarm rates, contributing to tangibly improving driver and passenger safety. The three cameras provide comprehensive 360- degree visual coverage of the vehicle, eliminating blind spots and documenting all events from multiple angles, enhancing overall security and providing strong evidence in accident or legal dispute cases. Internal environment monitoring enables early detection of dangerous conditions such as temperature rise, air quality deterioration, or harmful gas leakage, protecting passenger and driver health and enabling immediate corrective actions. The system provides protection against vehicle theft through continuous location tracking via GPS even when the vehicle is stopped, with ability to quickly recover stolen vehicles based on immediate and precise location.

[0020]

[0021] Documentation and legal evidence features:

[0021]

[0022] The system records all events with linking to precise geographic coordinates and unified timestamp from GPS, providing comprehensive documentation that cannot be tampered with and is acceptable as legal evidence in courts, proving event location and time with high accuracy. Multiple cameras with GPS unit provide ability to reconstruct accidents with three-dimensional accuracy by combining video from different angles with location, speed, and direction data, helping determine responsibility fairly and quickly. The system maintains complete record of all trips with routes, speeds, and events, providing legal protection for drivers and vehicle owners and helping resolve disputes with passengers or insurance companies.

[0022]

[0023] Fleet management and operation features:

[0023]

[0024] The system enables real-time tracking of all fleet vehicles on interactive maps with ability to monitor each vehicle's status and ongoing events, improving operational efficiency and facilitating quick administrative decisions. Geofencing function provides ability to define allowed operating areas for each vehicle or driver with automatic alerts upon exit from these areas, preventing unauthorized use and ensuring compliance with operational policies. The system analyzes driving patterns and driver behavior based on geographic location, enabling identification of safest and most dangerous drivers, providing customized training programs, and improving task distribution based on actual efficiency. The system generates comprehensive analytical reports on route efficiency, fuel consumption, wasted times, and accident rates, helping improve operations, reduce costs, and increase profitability. The system enables verification of trip completion, compliance with schedules and specified routes, improving service quality and customer satisfaction and preventing fraud or manipulation in trip records.

[0025] Analysis and artificial intelligence features:

[0024]

[0026] The system collects data from multiple sources (radar, cameras, environmental sensors, GPS, CAN bus) and integrates it in sophisticated analytics providing comprehensive three- dimensional vision of each trip and event. Machine learning algorithms applied to collected data enable discovery of hidden patterns, identification of unclear risk factors, and prediction of potential accidents before occurrence based on historical data and current context. The system generates heat maps showing high-risk geographic areas based on accumulated accident data and dangerous behavior, helping plan safer routes and guide drivers to avoid dangerous areas. The system links air quality and environmental conditions to geographic locations, producing environmental maps helping passengers with allergies choose healthier routes, and providing valuable data for researchers and environmental authorities.

[0025]

[0027] Flexibility and scalability features:

[0026]

[0028] The system can be installed in any type of vehicle regardless of size, engine type, or classification, providing unified solution applicable across diverse fleets. Installation does not require fundamental modifications to vehicle structure, preserving manufacturer warranties and facilitating installation and removal operations when needed. Additional sensors or cameras can be easily added to the system to expand capabilities based on evolving needs without need to replace central unit. The system supports multiple communication protocols, enabling selection of most appropriate technology for each geographic area or use case, whether in cities with excellent cellular coverage or remote areas relying on satellite communications.

[0027]

[0029] Reliability and continuity features:

[0028]

[0030] The system includes local storage mechanisms for critical data, ensuring information is not lost even in case of prolonged server communication loss, with automatic synchronization upon connection restoration. In case of component failure, the system continues operating with limited capabilities using other functional components, ensuring service continuity even under partial failure conditions. The system includes continuous selfdiagnostic mechanisms detecting potential failures before worsening and sending preventive maintenance alerts, reducing unplanned downtime. Upon temporary GPS signal loss in tunnels or between tall buildings, the system uses dead reckoning algorithms to estimate location based on last known location and motion data from other sensors.

[0029]

[0031] Cybersecurity and data protection features:

[0030]

[0032] The system uses standard encryption protocols for data transmission between vehicle and servers, protecting sensitive information from interception or tampering. The system applies multiple permission levels for data access, ensuring each user accesses only information authorized for them, protecting driver and passenger privacy. Comprehensive audit logs enable tracking of all data access operations and any modifications made to it, providing complete transparency and accountability in dispute or investigation cases.

[0033] Cost and return on investment features:

[0031]

[0034] The system reduces insurance costs by providing documented evidence reducing disputes and expediting claim settlements, and some insurance companies offer discounts for vehicles equipped with advanced monitoring and safety systems. The system improves operational efficiency by optimizing routes, reducing idle times, and improving driving behavior, tangibly reducing fuel consumption and maintenance costs. The system prevents vehicle theft and facilitates quick recovery, saving significant potential losses for fleet owners. The system protects against fraud and manipulation in trip records, ensuring billing accuracy, wage fairness, and preventing financial losses from forgery.

[0032]

[0035] Regulatory compliance features:

[0033]

[0036] The system helps operators comply with increasing regulatory requirements in commercial transport sector, such as recording requirements, driving hours, and specified routes. The system provides records and reports required by regulatory authorities automatically, reducing administrative burden and facilitating auditing and inspection processes. The system enables proof of compliance with environmental standards by recording air quality data and emissions linked to geographic locations and different routes.

[0034] Detailed Description of the Invention

[0035]

[0038] This invention provides an integrated intelligent safety and surveillance system for vehicles, consisting of a single embedded unit (Embedded Chassis) that combines all essential components in one cohesive structure with an intelligent and independent power system, with the ability to expand the system with additional external cameras when needed, aiming to provide a safe driving environment and comprehensive monitoring with precise geographic tracking of all events and operations inside and around the vehicle.

[0036]

[0039] First: General System Architecture

[0037]

[0040] The system consists of four main layers working in an integrated and coordinated manner: the Main Embedded Unit, the Embedded Software Layer, the Communication Layer, and the Cloud Processing Layer. These layers interact with each other through defined programming interfaces and standard communication protocols to achieve the system's specified objectives.

[0038]

[0041] Second: Main Embedded Chassis

[0039]

[0042] The main embedded unit forms the functional heart of the system, which is a single integrated structure (Single Embedded Chassis) that combines all essential components in a compact and protected structure, facilitating installation and maintenance and ensuring high reliability. The embedded unit is manufactured from durable materials resistant to harsh environmental conditions such as vibrations, heat, and humidity, and is designed to be mounted in one strategic location inside the vehicle, usually in the central ceiling area or behind the rearview mirror or on the dashboard.

[0040]

[0045] The embedded unit contains an integrated central processing board using a programmable computing platform, which can be any of the available platforms such as embedded Android boards equipped with powerful processors, advanced ARM controllers, ESP controllers for power-efficient applications, miniature computing platforms providing high processing capabilities in small size, or STM32 controllers known for their reliability in industrial and automotive environments. The processing unit contains a multi-core main processor with sufficient speed to process video streams from multiple cameras in real-time and execute complex algorithms, sufficient RAM ranging from 2 to 8 gigabytes for temporary data storage and concurrent processing algorithm execution, and non-volatile internal storage such as replaceable SD card or embedded eMMC or SSD with capacity ranging from 32 to 256 gigabytes for locally saving critical data before transferring to cloud. The unit also contains internal input / output interfaces directly connected to cameras and sensors embedded in the same structure, and limited external ports for connecting optional additional cameras via dedicated cables.

[0041]

[0046] Integrated Camera System:

[0042]

[0047] The main embedded unit includes an integrated internal camera with fisheye lens directed downward toward the passenger cabin, providing a very wide viewing angle ranging from 180 to 220 degrees to cover the entire internal space including front and rear seats, doors, and any entry or exit points. This camera is installed in the lower part of the embedded unit to be directed directly inward when the unit is mounted on the ceiling, and is used to monitor passenger and driver behavior, document events inside the vehicle, and detect any suspicious or dangerous activities. The embedded unit also includes an integrated front camera directed forward toward the road, mounted in the front part of the embedded structure, using a standard or reasonably wide lens to clearly record the scene ahead of the vehicle, operating at high resolution up to 1080p or 4K to ensure detail clarity such as license plates of other vehicles, traffic signals, and road markings, recording continuously to document any accidents or traffic violations. All embedded cameras are directly connected to the processing unit inside the same structure via short and reliable internal interfaces such as MIPI-CSI or FFC (Flat Flexible Cable), reducing the possibility of failures resulting from long cables or external connections. The embedded cameras support light sensors capable of operating in low-light conditions, and infrared night vision technology or digital image enhancement to ensure acceptable recording quality even in complete darkness.

[0043]

[0048] Optional Extension Cameras:

[0044]

[0049] In addition to the cameras embedded in the main structure, the system supports the ability to connect additional external cameras when needed to expand monitoring range. A rear additional camera can be connected and placed in the rear part of the vehicle to monitor the area behind the vehicle and record rear collision accidents or theft attempts, or side cameras to monitor blind spots on both sides of the vehicle, or additional internal cameras for large vehicles such as buses that need to cover wider spaces. These additional cameras connect to the main embedded unit via dedicated cables and standard connectors provided by the unit, typically using interfaces such as USB or specialized serial connections. The central unit automatically recognizes connected additional cameras and begins processing their streams with the basic embedded cameras. Additional cameras can be installed or disconnected easily without need for reprogramming or complex modifications, providing great flexibility in configuring the system according to each vehicle's needs.

[0045]

[0050] Integrated Radar Sensor:

[0046]

[0051] The embedded unit contains an integrated radar sensor in the front part of the structure, directed toward the road ahead of the vehicle, operating on electromagnetic wave technology in microwave or millimeter wave range to measure distance and relative speed of objects ahead of the vehicle. The radar sensor is integrated within the unit's internal structure with antennas or transparent radio windows in the front structure allowing radio signals to pass without obstacles. The radar sensor connects directly to the processing unit via a short and reliable internal interface, sending preprocessed data at high update rate reaching 20 or 50 times per second to ensure immediate response. The sensor operates with effective range from 1 to 200 meters depending on sensor type and capability, can track multiple objects simultaneously within its field of view, and provides high accuracy in measuring distance and relative speed to calculate collision probability.

[0047]

[0052] Integrated GPS Geographic Positioning Unit:

[0048]

[0053] The embedded unit includes an integrated GPS unit with embedded or connectable antenna, where the antenna can be embedded in the upper part of the structure if the installation location allows clear reception, or a small external GPS antenna can be connected via a short cable mounted on the vehicle surface to ensure optimal satellite signal reception. The GPS unit receives signals from different global positioning systems such as American GPS, Russian GLONASS, European Galileo, and Chinese BeiDou, where multisystem support provides higher accuracy and better reliability. The unit provides positioning accuracy ranging from 2 to 5 meters in open conditions, and accuracy can be improved using differential correction techniques. The unit measures geographic location, altitude, ground speed, direction, and provides very precise timestamp derived from atomic satellite clocks, ensuring accurate time synchronization for all recorded data. The GPS unit connects internally to the processing unit via a reliable internal serial interface.

[0049]

[0054] Integrated Environmental Sensors:

[0050]

[0055] The embedded unit contains a set of environmental sensors mounted inside the structure or on its outer surface in a way that allows them to measure surrounding conditions. These sensors include: integrated temperature and humidity sensor that measures ambient temperature and relative humidity in the air inside the cabin, and integrated air quality sensor that measures concentration of fine airborne particles and possibly certain gases such as carbon dioxide or carbon monoxide. Environmental sensors are mounted in a way that allows them to be exposed to cabin internal air through small ventilation openings in the structure, with protection from dust and excess moisture. The sensors connect internally to the processing unit via short and reliable digital or analog interfaces.

[0056] Integrated LED Ambient Lighting System:

[0051]

[0057] The embedded unit includes a set of LED lights mounted in the structure frame or on its sides, directed to provide ambient lighting inside the cabin. This lighting can be activated automatically when darkness is detected through an embedded ambient light sensor, or manually as needed. The lighting is used to improve image quality from the internal camera at night, provide a comfortable and safe environment for passengers, and can also be used as visual warning signals where it can flash or change color when danger is detected. The processing unit directly controls the lights via internal interfaces.

[0052]

[0058] Integrated Communication Modules:

[0053]

[0059] The embedded unit contains one or more integrated communication modules for transmitting data to cloud servers. These modules can include: integrated cellular modem supporting 2G / 3G / 4G / 5G technologies with installable SIM card, integrated Wi-Fi chip for connecting to available Wi-Fi networks, integrated Bluetooth chip for connecting to nearby devices, and in some advanced models, an integrated or connectable satellite communication module. The unit contains integrated antennas or ports for connecting small external antennas when needed to improve signal quality. Communication modules connect internally to the processing unit via fast and reliable interfaces, and the system can automatically switch between different communication modules based on availability, signal quality, and cost.

[0054]

[0060] Integrated CAN Bus Integration Interface:

[0055]

[0061] The embedded unit contains an integrated CAN bus adapter with a standard external connector that can be connected to the vehicle's internal CAN network. Connection is usually made via the OBD-II connector found in most modern vehicles using a short cable supplied with the unit, or via direct connection to the CAN network if installation is professional. The integrated adapter works as a passive listener reading messages exchanged on the network without interfering with the operation of the vehicle's original systems. The processing unit directly processes CAN messages and extracts useful information such as current speed, engine rotation speed, fuel consumption, engine temperature, and brake status.

[0056]

[0062] Advanced Intelligent Power System:

[0057]

[0063] The power system in the embedded unit is one of the most important design features, providing high operational independence and great flexibility in use. The power system consists of several integrated components working together to ensure continuous and reliable operation.

[0064] Integrated Internal Battery:

[0058]

[0065] The embedded unit contains a rechargeable lithium-ion or lithium-polymer battery embedded inside the structure, with capacity ranging from 2000 to 10000 milliamp-hours (mAh) or more depending on the unit model and usage requirements. This battery provides several critical advantages: First, operational independence, where the system can continue operating for extended periods ranging from 8 to 48 hours or more when the vehicle is stopped or main power is disconnected, which is particularly important for security functions, theft prevention, and monitoring during stops in parking lots or unsafe areas. Second, power outage protection, where the battery acts as an immediate backup power source (UPS) that protects the system from data loss or sudden shutdown when any power interruption occurs in the vehicle, ensuring completion of memory write operations and safe storage of critical data. Third, intelligent power management, where the system can automatically switch between vehicle power and internal battery based on operating status: when the vehicle is running, the system operates on vehicle power and charges the internal battery at the same time, and when the vehicle is stopped, the system automatically switches to operating on the internal battery while transitioning to low-power mode to extend operating duration. The embedded battery is designed with high-quality specifications suitable for automotive environment, with tolerance for extreme temperatures (from -20 to +60 degrees Celsius or more) and long-term charge / discharge cycles reaching thousands of cycles. The battery includes an integrated Battery Management System (BMS) that monitors battery voltage, current, and temperature and protects it from overcharging, deep discharge, overheating, or electrical short circuit, ensuring safety and long battery life.

[0059]

[0066] Vehicle Charging System:

[0060]

[0067] The embedded unit contains an advanced intelligent charging circuit that charges the internal battery from the vehicle's electrical power system. The unit's main power port connects to the vehicle power source, usually through the fuse box (for permanent professional installation) or cigarette lighter or 12V / 24V power port in the vehicle (for quick installation). The charging circuit includes voltage regulator and DC-DC converter accepting wide input voltage range (typically 9V to 30V) to be compatible with 12V and 24V systems used in different vehicles, converting voltage to appropriate voltage for charging the battery and operating the system. The charging circuit operates with intelligent charging techniques such as CC / CV (Constant Current / Constant Voltage) to achieve fast, safe, and efficient charging, where it charges the battery with constant current in the first phase until reaching a certain voltage, then transitions to charging with constant voltage with gradual current decrease until full charge. The charging circuit monitors the vehicle battery status to avoid draining it; if it detects vehicle battery voltage dropping to a critical level (for example, less than 11.5V for 12V system), it reduces or temporarily stops charging to avoid discharging the vehicle battery and ensure its ability to start the engine. When the vehicle is started (detecting voltage rise indicates generator operation), the system operates at full capacity on vehicle power and charges the internal battery at maximum speed, and the battery usually reaches full or near-full charge within one or two hours of driving, ensuring readiness for independent operation when stopped.

[0068] Solar Power System (in Advanced Models):

[0061]

[0069] Some models of the embedded unit are available with integrated or connectable solar panel providing additional and sustainable power source, which is particularly useful for vehicles that stop for long periods in exposed places exposed to sun, or for vehicles in areas with high solar brightness, or for applications requiring long-term independent operation. The solar panel can be integrated in the upper part of the unit structure (for models designed for external surface mounting or in sun-exposed areas), or it can be a separate external solar panel mounted on the vehicle roof or rear glass and connected to the embedded unit via dedicated charging cable. The solar panel size ranges from 5 to 20 watts depending on available space and power requirements, using high-efficiency solar cells of Monocrystalline or Polycrystalline type to achieve maximum power generation from the limited available space. The embedded unit includes an MPPT (Maximum Power Point Tracking) solar charge controller that optimizes power extraction efficiency from the solar panel in various lighting conditions and incidence angles, protects the battery from overcharging, and manages power distribution between direct operation and battery charging. In ideal sunny conditions, the solar panel can generate sufficient power to operate the system in low-power monitoring mode continuously and charge the battery at the same time, providing almost complete independence from vehicle power. Even in non-ideal conditions (partial clouds, indirect sun), the solar panel contributes significantly to extending battery life by reducing its discharge rate or providing slow and continuous supplementary charging. The solar power system provides a clear environmental advantage by reducing dependence on vehicle power (which comes from the engine or traditional lead-acid battery), using clean and renewable energy, and also reduces the system's impact on the vehicle battery and prevents its drainage during long stop periods.

[0062]

[0070] Intelligent Multi-Source Power Management:

[0063]

[0071] The embedded unit includes an intelligent and sophisticated power management system that manages the three power sources (vehicle power, internal battery, solar panel if present) with high efficiency in a way that ensures optimal operation in all conditions. The system operates according to a defined priority structure: when the vehicle is running and sufficient voltage is available from the vehicle's electrical power system, the system operates at full capacity on this source (first priority) and uses excess power to quickly charge the internal battery, and if there is a connected solar panel generating power, this solar energy can also be used in charging or relieving load on the vehicle system. When the vehicle stops and voltage drops (signal for engine shutdown), the system automatically switches to operating on the internal battery (second priority), with immediate transition to low-power mode to extend operating duration, where it stops continuous video recording and activates only motion detection, basic monitoring, and periodic GPS recording, reducing power consumption to a small fraction of consumption during full operation. If there is a solar panel generating sufficient power during stop, this power can be used directly to operate the system in low-power monitoring mode and charge the internal battery at the same time, extending independent operation period to days or weeks in sunny conditions. The power management system continuously monitors the internal battery charge level, and when it drops to a low level (for example 20% or 10%), the system enters a deeper power-saving mode, where it reduces GPS update frequency, temporarily stops cameras, and retains only basic security functions such as motion detection via low-power sensors and periodic GPS tracking. The system provides user alerts via the cloud platform about power status, such as "Battery low - it is recommended to start the vehicle for recharging" or "Solar panel operating at low efficiency - check cleaning or position", helping the user manage the system effectively.

[0064]

[0072] Electrical Protection and Safety:

[0065]

[0073] The power system includes several levels of protection to ensure safety and reliability: overcurrent protection that automatically cuts the circuit if consumed current exceeds the safe limit, overvoltage protection that protects sensitive components from sudden voltage spikes common in vehicle systems, reverse voltage protection that prevents system damage in case of connecting power with reversed polarity, thermal protection that stops charging or reduces performance if sensitive component temperatures (battery, processor, power circuits) rise to unsafe levels, and complete electrical isolation between different power sources to prevent any unwanted interference or current leakage. All power circuits use industrial-quality and automotive-grade components rated to withstand vibrations, shocks, and harsh environmental conditions typical in vehicles.

[0066]

[0074] Structure and Mechanical Design:

[0067]

[0075] The embedded unit structure is manufactured from durable engineering plastics or lightweight rust-resistant metal, with a sealed design protecting internal electronic components and battery from dust, moisture, and vibrations. The structure is designed with compact dimensions suitable for vehicle installation, typically similar in size to advanced dashcam cameras but with slightly greater thickness to accommodate the battery and additional components (typical dimensions might be 15-20 cm width x 8-12 cm depth x 3-5 cm height). The structure contains appropriate mounting points allowing safe installation using clips, screws, or strong adhesive materials depending on location. The structure is designed to allow heat dissipation from the processor, battery during fast charging, and electronic components, either through well-studied ventilation openings with consideration for water and dust protection, or integrated heat sinks, or design using the structure itself as a heat sink through use of heat-conducting metal. In models equipped with integrated solar panel, the upper surface of the structure is designed to accommodate solar cells with strong transparent protective glass resistant to scratches and ultraviolet rays. The unit includes small external LED indicators showing operating and charging status (operation, recording, connection, charging, low battery, error) to facilitate diagnosis and maintenance and inform the user of system status at a glance.

[0068]

[0076] External Ports and Connectors:

[0069]

[0077] Although most components are integrated internally, the unit contains a limited number of necessary external ports and connectors: main power port that connects to vehicle power source (may be DC barrel connector or standard automotive connector), CAN bus connector that connects to vehicle network (usually via OBD-II cable), ports for connecting optional additional cameras (usually 1 to 3 protected ports), GPS antenna port if the antenna is external (small SMA or MMCX connector), external solar panel port in models supporting that (waterproof DC connector), small USB port or Ethernet network port for initial configuration or direct updates or local data extraction when needed, SIM card slot if the cellular modem requires it (protected with rubber cover), small hidden emergency reset button, and optional additional USB charging port allowing use of internal battery to charge other devices (phones, tablets) in emergencies, providing additional benefit to the user. All ports are protected with rubber covers or appropriate seals or waterproof design IP65 or higher to prevent entry of dust, moisture, and water.

[0070]

[0078] Third: Embedded Software Layer

[0071]

[0079] Specialized software operates on the embedded processing unit responsible for managing all embedded components including the intelligent power system, collecting data from different sources, preliminary processing, making immediate decisions, and managing communications.

[0072]

[0080] Operating System and Drivers:

[0073]

[0081] The embedded processing unit operates on an operating system suitable for embedded applications, which may be a lightweight Linux system optimized for embedded devices and low power requirements, or a customized Android system for smart applications, or a Real- Time Operating System (RTOS) for critical applications requiring time-specific response. The system includes custom drivers for all embedded components including an advanced power management driver that monitors and controls all aspects of the multi-source power system.

[0074]

[0082] Software Power Management Module:

[0075]

[0083] This software module is one of the most important system components, as it manages all aspects of power, charging, and consumption. The module continuously monitors: input voltage and current from the vehicle, internal battery charge level (State of Charge), battery health status (State of Health), battery and power circuit temperature, solar panel capacity if present, and current power consumption of different components. Based on this data, the module makes intelligent decisions: selecting optimal power source (vehicle, battery, solar), regulating charging rate based on battery condition and temperature, switching between different operating modes (full, standard saving, low-power surveillance, deep sleep, solar sustained) based on available power level and battery level, activating or deactivating certain components based on priority and battery level, and issuing alerts about critical power conditions. The module applies predictive algorithms that estimate remaining operating time on battery based on current consumption and remaining charge level, and recommends best actions (such as "Battery will run out in 6 hours - it is recommended to start the vehicle or expose to sun").

[0076]

[0084] Operating Modes and Power Management:

[0077]

[0085] The system supports multiple operating modes it transitions between automatically or manually based on conditions:

[0086] Full Operation Mode: Used when the vehicle is running and sufficient power is available from the vehicle system. In this mode, the system operates at full capacity: continuous video recording from all cameras at high resolution and full frame rate, continuous radar monitoring at highest update rate, frequent GPS updates (every second or less), continuous environmental sensor readings, immediate processing of all data, sending regular updates to cloud servers, and fast internal battery charging.

[0078]

[0087] Standard Saving Mode: Used during short stops or when vehicle power drops slightly. In this mode: video recording at slightly reduced resolution or frame rate, radar monitoring at medium update rate, less frequent GPS updates (every 5-10 seconds), periodic environmental sensor readings (every minute), and sending only critical data immediately while delaying non-critical data.

[0079]

[0088] Low Power Surveillance Mode: Used when the vehicle is stopped and operating on internal battery. In this mode: stopping continuous video recording and activating only motion detection (cameras start recording when motion is detected), periodic or disabled radar monitoring, spaced GPS updates (every minute or more), rare environmental sensor readings, sending only critical event alerts (motion, theft, geofence exit), and power consumption ranging from 0.5 to 2 watts only, enabling operation for dozens of hours on internal battery.

[0080]

[0089] Deep Sleep Mode: Used when battery level drops to critical level (less than 20%). In this mode: stopping all cameras, stopping radar, very rare GPS update (every 5-15 minutes) only for basic location tracking, processor in deep sleep state waking only when needed, basic monitoring only for vehicle movement detection (from GPS or simple motion sensor), and power consumption less than 0.2 watts, enabling operation for days or weeks on remaining battery, and retaining ability to send theft alert if vehicle moves.

[0081]

[0090] Solar Sustained Mode: Used in models equipped with solar panel when the panel generates sufficient power during vehicle stop. In this mode, the system can operate in low- power monitoring mode continuously without draining the battery, where incoming solar power balances consumption, and can even gradually charge the battery if solar power exceeds consumption, providing almost complete independence for long periods in sunny conditions.

[0082]

[0091] Camera Management and Video Processing Module:

[0083]

[0092] This software module receives video streams from embedded cameras (internal and front) and connected additional cameras in real-time, and applies preliminary processing operations including: adjusting color balance and exposure to improve image quality, correcting distortion from fisheye lens in internal camera, and applying image enhancement techniques in low-light conditions. The module compresses video streams using efficient encoding such as H.264 or H.265 using video processors embedded in the unit to achieve efficient real-time compression without stressing the main processor. The module integrates GPS data, timestamp, and sensor readings in metadata accompanying the video. The module may also apply simple computer vision algorithms locally benefiting from physical proximity between cameras and processing unit and low latency, such as motion detection, face detection, or license plate reading.

[0084]

[0093] Radar Data Processing Module:

[0085]

[0094] Receives distance and relative speed data from the embedded radar sensor at high rate, and applies filtering operations to remove outlier readings. The module calculates rate of change in distance and rate of change in relative speed, and uses this information to predict potential collision point. Integrates radar data with current vehicle speed from GPS or CAN bus to calculate remaining time to collision and required stopping distance. When remaining time to collision reaches critical threshold, the module triggers an immediate warning executed directly from the embedded unit without delay.

[0086]

[0095] GPS Data Processing Module:

[0087]

[0096] Receives location, speed, direction, and time data from the embedded GPS unit, and verifies its validity. The module calculates distance traveled, speed rate, acceleration and deceleration, and determines stop and movement points. Implements geofencing functions by continuously verifying vehicle presence inside or outside defined areas, and upon detecting area boundary crossing, triggers an immediate alert. The module maintains complete route log including all GPS points recorded during the trip.

[0088]

[0097] Environmental Data Processing Module:

[0089]

[0098] Reads embedded environmental sensor values periodically, applies filtering operations, and calculates moving averages. Compares values to defined thresholds to detect abnormal conditions, and triggers alerts when thresholds are exceeded. Links environmental readings to geographic location from GPS to create spatial environmental data.

[0090]

[0099] CAN Bus Data Processing Module:

[0091]

[0100] Listens to CAN messages exchanged on the vehicle network, and decodes them based on identifier database. Extracts useful information and converts it to readable values.

[0092] Combines CAN bus information with GPS data for cross-verification. Integrates CAN bus information into comprehensive context of recorded events.

[0093]

[0101] Decision Making and Alert Module:

[0094]

[0102] This module collects data from all embedded components and applies decision logic to detect danger conditions and trigger appropriate alerts. Since all components are in one unit, this module can make decisions at ultra-fast speed without delays from external communications. Upon making a decision to trigger alert, the module activates appropriate signals directly: issuing warning sound via speaker embedded in the unit, flashing embedded ambient LED lights in a certain color, and sending immediate notification to cloud platform.

[0103] Local Storage Module:

[0095]

[0104] Manages data saving process on storage media embedded in the unit, where it writes compressed video streams in time-segmented files, and stores GPS logs, sensor data, and system events in local databases. The module applies automatic space management policies, and ensures data integrity through use of fault-resistant file systems.

[0096]

[0105] Fourth: Communication and Transport Layer

[0097]

[0106] This layer manages the data transmission process from the embedded unit in the vehicle to cloud servers and vice versa, benefiting from communication modules embedded in the unit.

[0098]

[0107] Connection Management and Prioritization:

[0099]

[0108] The software module responsible for communications monitors the status of all available embedded communication modules (cellular, Wi-Fi, satellite if present), and evaluates each connection quality. The module automatically selects optimal connection based on defined criteria. Upon connection loss, the module automatically switches to available alternative connection, or stores data locally in embedded storage memory until connection restoration.

[0100]

[0109] Transport and Security Protocols:

[0101]

[0110] The communication layer uses standard internet protocols such as HTTPS to transmit data securely and encrypted, protecting sensitive information from interception. The module applies authentication and authorization mechanisms using digital certificates and encryption keys stored securely in the embedded unit. The module applies data compression before transmission to reduce bandwidth consumption.

[0102]

[0111] Data Transmission Strategies:

[0103]

[0112] Data is classified by priority: critical data is sent immediately at highest priority, semi- immediate data is sent every few seconds or minutes, and bulk data such as video recordings is sent gradually when connection is good. The module applies automatic retransmission mechanisms in case of transmission failure. Data transmission strategies consider power status: when operating on full vehicle power, data is sent freely including video and bulk data, and when operating on battery, priority is given to critical data and video transmission is postponed until vehicle power restoration, saving battery power and extending independent operation period.

[0104]

[0113] Fifth: Cloud Processing and Analysis Layer

[0105]

[0114] Cloud servers receive data sent from embedded units in vehicles, store it in an organized manner, process it using advanced algorithms, and provide interfaces for users to access information and analytics.

[0115] Data Reception and Storage:

[0106]

[0116] Servers receive data streams from thousands or millions of connected vehicles simultaneously, and distribute load across multiple servers to ensure performance and reliability. Verifies data validity and excludes duplicate or corrupted messages. Stores data in relational databases or NoSQL databases designed to handle huge data volumes and complex query patterns. Stores video recordings in Object Storage systems optimized for large media files, with organization by vehicle, date, and geographic location to facilitate search and retrieval. Applies data retention policies, where critical data and accident-related data is kept for long periods, while routine data may be deleted after a specified period to save space and reduce costs.

[0107]

[0117] Data Processing and Analysis:

[0108]

[0118] Servers apply advanced analysis algorithms to collected data. Analytics include: driving behavior analysis where speed, acceleration, braking, and turning patterns are analyzed to identify dangerous behaviors such as aggressive driving or negligence, and drivers are classified according to safety scores, and accidents and critical events are automatically detected by analyzing sudden changes in sensor or video data, and routes and trips are analyzed to calculate efficiency, distances, times, and deviations from planned routes, and heat maps are generated to visualize spatial data such as high-risk areas or poor air quality areas, and fleets are analyzed overall to extract general statistics and patterns helping in administrative decision-making. Servers apply Machine Learning algorithms to build predictive models, such as predicting accident probability based on historical patterns and current context, or predicting vehicle maintenance needs based on CAN bus data and usage, or determining optimal routes based on traffic data and environmental quality.

[0109]

[0119] Electronic Platform and User Interfaces:

[0110]

[0120] The cloud platform provides web interfaces and mobile phone applications enabling users (drivers, fleet managers, vehicle owners) to access data and various functions. Available functions include: monitoring immediate location of all vehicles on interactive maps with ability to zoom in / out and filter by different criteria, reviewing trip history with route display on map and ability to play recorded video synchronized with location, receiving immediate alerts when critical events occur such as collision warning or geofence crossing or unauthorized movement, displaying various reports and statistics such as driving behavior reports, fleet reports, fuel efficiency reports, and air quality reports, downloading video recordings from different cameras for viewing or local saving, managing geofencing by defining allowed or prohibited areas on maps and assigning them to specific vehicles or drivers, managing users and permissions to ensure each user accesses only data and functions authorized for them, and monitoring power and battery status for each vehicle with alerts when power drops.

[0121] Sixth: Installation and Operation Mechanisms

[0111]

[0122] Installation:

[0112]

[0123] The single embedded unit is installed in a strategic location inside the vehicle, preferably in a sun-exposed location for models equipped with integrated solar panel (such as the front part of the ceiling behind the windshield or external surface). The embedded structure is mounted using a dedicated mount or strong adhesive materials. The main power cable is connected to the vehicle power source, ensuring use of appropriate fuse for protection. The CAN bus connector is connected to the OBD-II port. If the solar panel is external, it is mounted in an exposed location on the surface and connected to the unit. If there are additional cameras, they are mounted and connected to the unit. The installation process is simple and typically takes 30-60 minutes for complete professional installation.

[0113]

[0124] Initial Charging and Operation:

[0114]

[0125] Upon first installation, it is recommended to run the vehicle for an hour or more to fully charge the internal battery before relying on independent operation. The system undergoes an initial configuration process including verification of all components, power system calibration, and unit and vehicle registration on cloud servers. LED indicators display charging status during this process. The installer or user may need to enter some basic information via mobile phone application or web interface, such as vehicle information, driver or owner information, and geofencing settings if any. After first full charge and configuration, the system is ready for full independent operation, and operates automatically upon each vehicle start without need for user intervention.

[0115]

[0126] Seventh: Integrated Design Features and Key Innovations

[0116]

[0127] The system's integrated design with advanced power system provides several important advantages compared to traditional systems. First, ease of installation and maintenance, where installing a single integrated unit is much simpler than installing multiple separate components, requires fewer cables and connection points, reducing the possibility of failures from bad connections or damaged cables, and in case of need for maintenance or replacement, the integrated unit can be easily removed and installed as one unit. Second, higher reliability, where short internal connections between integrated components are less prone to failures compared to long cables in distributed systems, the sealed design protects all components uniformly from harsh environmental conditions, and tight integration between hardware and software in one unit allows precise optimization of performance and stability. Third, faster response, where physical proximity between sensors, cameras, and processing unit reduces latency, enabling faster decision-making in critical situations such as collision warnings. Fourth, more elegant design, where the single integrated unit looks more professional and elegant inside the vehicle compared to scattered components connected with visible cables. Fifth, lower manufacturing cost in the long term, where producing integrated units in large quantities is more economical than producing multiple separate components with their cables and connectors.

[0117]

[0128] The advanced power system provides additional critical advantages. First, operational independence, where the system can operate for extended periods (8-48 hours or more) without external power, providing continuous monitoring even when the vehicle is stopped for long periods or in cases of vehicle power outage, which is critical for security functions and theft prevention. Second, environmental sustainability in solar-powered models, where it reduces dependence on vehicle power and uses clean and renewable energy, making the system environmentally friendly and reducing carbon footprint. Third, vehicle battery protection, where the intelligent charging system prevents vehicle battery drainage, ensures its ability to start the engine, avoiding common problems in systems that drain the battery and leave the driver unable to start the vehicle. Fourth, application flexibility, where the system operates efficiently in various conditions: vehicles used daily (battery charged continuously), vehicles stopped for long periods (relying on battery and solar power), vehicles in remote areas (benefiting from solar power), and vehicles without advanced electrical system (operating completely independently). Fifth, added value, where the internal battery can be used to charge personal devices in emergencies, providing additional benefit to the user.

[0118]

[0129] At the same time, the design maintains flexibility through support for optional additional cameras, enabling expansion of capabilities when needed without sacrificing the advantages of the integrated design of the main unit.

[0119]

[0130] Eighth: Usage Scenarios Enhanced by Advanced Power System

[0120]

[0131] Scenario One: Regular Trip with Continuous Charging

[0121]

[0132] When starting the vehicle, the embedded unit starts automatically and initializes all embedded components. The power management circuit detects voltage rise (signal for vehicle start and generator operation), immediately transitions to full operation mode, where all components operate at full capacity on vehicle power, and the internal battery begins fast charging. During the two-hour trip, the battery reaches 100% full charge, while the system records video continuously, the radar monitors the road ahead, GPS accurately tracks the route, and sends periodic updates to cloud servers. At trip end and vehicle shutdown, the system automatically transitions to operating on the fully charged battery in low-power monitoring mode, ready to document any event during the stop.

[0122]

[0133] Scenario Two: Long-Term Monitoring in Sunny Parking Lot

[0123]

[0134] A taxi stopped in an open parking lot for 24 hours during the driver's day off. Thanks to the fully charged internal battery and integrated solar panel, the system continues operating in low-power monitoring mode throughout the period. During sunny daytime hours (from 8 AM to 5 PM), the solar panel generates sufficient power (about 10 watts) exceeding system consumption in monitoring mode (1.5 watts), operating the system directly and gradually recharging the battery. During night (from 5 PM to 8 AM - 15 hours), the system operates on internal battery, but since the battery was charged during the day, it remains at sufficient level (about 60-70%) to complete monitoring throughout the night.

[0124] The next day, the cycle repeats: solar power operates the system and recharges the battery during day, and battery operates the system at night. This way, the system can continue monitoring for days or weeks without starting the vehicle at all. If someone tries to tamper with the vehicle at any time, cameras detect motion and start full recording and send immediate alert to the driver, all without draining the vehicle's original battery.

[0125]

[0135] Scenario Three: Vehicle Stopped in Winter for Long Period

[0126]

[0136] A private vehicle stopped at the airport for two weeks during the owner's vacation in a cloudy area with limited sunlight. Thanks to the high-capacity internal battery (8000 mAh), the system continues operating in deep saving mode, where it sends location update every 15 minutes and monitors any unexpected movement, with very low power consumption (0.15 watts only). Even with absence of sun or cloudy winter conditions, the battery provides sufficient power for two full weeks (336 hours) of basic monitoring. The solar panel, although conditions are not ideal, generates some power during daytime hours (even on cloudy days), slightly extending battery life and adding a day or two of additional operation. If the vehicle moves (theft attempt), the system immediately transitions to emergency mode and sends alert with immediate location, begins full recording, using remaining power wisely to ensure event documentation and vehicle tracking until battery exhaustion or assistance arrival.

[0127]

[0137] Scenario Four: Freight Vehicle in Remote Area

[0128]

[0138] A freight truck stops for long hours (8-12 hours) in remote areas without infrastructure during driver rest. The truck is equipped with an advanced model unit with large battery (10000 mAh) and external solar panel (20 watts). Thanks to solar power and large battery, the system continues monitoring cargo and surroundings throughout the stop period in low-power monitoring mode. During daytime, the solar panel provides sufficient power for continuous operation without draining the battery. If truck doors are opened or cargo moves, it is immediately detected through the internal camera or additional cameras installed in the cargo compartment, the event is documented and reported, protecting against theft and ensuring cargo safety, all independently without need to run truck engine or consume its fuel or drain its original battery which may be necessary for starting the engine in cold conditions.

[0129]

[0139] Scenario Five: Danger Situation and Collision Warning with High Power Consumption

[0130]

[0140] While driving on a highway, the embedded radar sensor detects a slow-moving vehicle ahead of the current vehicle. The system operates in full operation mode on vehicle power without concern for battery consumption. The radar measures distance and relative speed, detecting potential collision danger. The decision-making module triggers immediate warning: loud warning sound from embedded speaker, and ambient LED lights flash red in rapid pattern. The system records the event with full details at high resolution and full frame rate. Immediately sends alert message to cloud servers. After overcoming danger by driver braking, the system saves the event as "critical event" with all associated data.

[0131]

[0141] Scenario Six: Theft Attempt and Vehicle Recovery with Long-Term Tracking

[0132]

[0142] A vehicle stopped in a parking lot at night, and the system operates in low-power monitoring mode on well-charged internal battery (85%). A thief attempts to open the vehicle illegally at 2 AM. The embedded internal camera detects unusual movement. When attempting to start the vehicle, the GPS unit detects the vehicle started moving outside authorized operating times. The system triggers theft alert: immediately transitions from low-power monitoring mode to full emergency mode, begins recording video from all cameras at high resolution to document the thief, sends emergency message to cloud servers then to owner: "Warning! Your vehicle is moving without authorization". The system begins sending location updates at very high rate (every 10 seconds) to enable immediate tracking. Despite high power consumption in emergency mode (about 5 watts), the well- charged battery (85% of 8000 mAh) provides sufficient power for continued tracking and recording for 10-12 consecutive hours, more than enough time to locate and recover the vehicle. The owner contacts police and shares the continuously updated immediate location. After 3 hours of pursuit and tracking, the vehicle is successfully recovered, battery still at 45%, and high-quality visual recordings provide strong evidence to identify and prosecute the thief.

[0133]

[0143] Ninth: Scalability and Customization

[0134]

[0144] Although the design is integrated, the system retains high scalability and customization. Additional cameras can be connected as needed via dedicated ports in the embedded unit to cover additional areas or provide multiple viewing angles. Software and algorithms can be remotely updated to add new features, improve power management, or enhance performance without need to change hardware. System settings, thresholds, alerts, and power modes can be customized based on application type through the cloud platform or application. Different models of the embedded unit can be produced with different specifications:

[0135]

[0145] Basic Model: Small battery (2000-3000 mAh), no solar panel, only two embedded cameras, suitable for vehicles used daily that don't stop for long periods.

[0136]

[0146] Standard Model: Medium battery (5000-6000 mAh), optional connectable solar panel, two embedded cameras with support for one additional camera, suitable for most commercial applications.

[0137]

[0147] Premium Model: Large battery (8000-10000 mAh), integrated or powerful external solar panel (15-20 watts), two embedded cameras with support for three additional cameras, suitable for vehicles that stop for long periods or operate in remote areas or need comprehensive and independent monitoring.

[0138]

[0148] Fleet Model: Advanced specifications with special customizations for fleet management and deeper integration with existing fleet management systems.

[0139]

[0149] The power system can be customized based on needs: adjusting power mode transition thresholds (when to transition from full to saving mode), determining component priorities (which is disabled first when battery drops), customizing operating schedules (activating full monitoring at specific times only), and adjusting motion detection sensitivity to balance between security and power saving. The user can monitor power status in realtime through the application: battery charge level, current power source, generated solar power, estimated remaining operating time, and historical power consumption statistics. Thanks to the flexible and open architectural structure, the system can be developed and expanded easily without need for comprehensive rebuilding, protecting investment and ensuring system continuity with evolving needs and technologies, whether in hardware (better batteries, more efficient solar panels) or software (advanced Al algorithms, smarter power management).

[0140] Examples

[0141] Fields of Application of the Invention

[0142]

[0151] This invention is characterized by wide applicability covering various transport and vehicle sectors, where it can be adapted to meet diverse needs ranging from personal safety to large commercial fleet management, from security monitoring to regulatory compliance, from operational efficiency improvement to environmental protection. The following is a comprehensive breakdown of the main application fields:

[0143]

[0152] First: Commercial Transport and Taxi Sector

[0144]

[0153] Traditional Taxis:

[0145]

[0154] The system provides traditional taxis with a comprehensive set of critical advantages. The internal fisheye lens camera provides complete cabin monitoring, protecting drivers from false accusations or aggressive passenger behaviors, protecting passengers from inappropriate driver behaviors, and documenting all interactions to resolve disputes about fare, route, or service quality. The front camera records the road and traffic events, providing conclusive evidence in accident cases and protecting against fraudulent insurance claims. The GPS system accurately tracks all trips, allowing verification of distances traveled and fare due, preventing fraud by drivers who may deliberately take longer routes, and providing passengers proof of the actual route taken. Geofencing helps ensure drivers work only within authorized areas, which is particularly important in cities that impose restrictions on taxi operating areas. The embedded battery and solar power (in advanced models) provide continuous monitoring even during long stop periods, protecting the car from theft or vandalism in parking lots. Air quality monitoring helps ensure a healthy and comfortable environment for passengers, an important factor for service quality and customer ratings.

[0146]

[0155] Ride-hailing Platforms:

[0147]

[0156] For vehicles operating on platforms like Uber, Careem, and Bolt, the system provides critical advantages for improving ratings and protecting both parties. The internal camera records all trips, resolving rating disputes when a passenger claims the driver was inappropriate or vice versa, where the recording can be reviewed to verify facts. The system documents vehicle condition and cleanliness at the beginning and end of each trip, protecting against false damage claims (passenger claims car was dirty or damaged). GPS tracks the exact route, proving driver compliance with the optimal route suggested by the platform, and protecting against "long route" complaints. Driving behavior analysis detects dangerous driving patterns (harsh acceleration, sudden braking, excessive speed), helping drivers improve their style and raise their ratings, as platforms care about safety scores. The geofencing function provides alerts when approaching high-risk or prohibited areas, helping drivers avoid them and improve safety. Air quality monitoring allows drivers to promote a healthy and clean environment, a preference factor for health-conscious passengers.

[0148]

[0157] Limousines and Tourism Transport:

[0149]

[0158] In the luxury and tourism transport sector, the system provides a high level of professionalism and security. Comprehensive monitoring provides assurance to VIP passengers and tourists that their trip is secured and monitored, enhancing trust and comfort. Cameras record all events, protecting companies from legal claims related to loss of personal belongings or misconduct allegations. GPS tracking documents complete tourist routes, allowing companies to improve tours and provide reports to customers about actual route and duration. Driving behavior analysis helps ensure smooth and comfortable driving, critical for customer satisfaction in luxury transport. The embedded battery and solar power provide continuous monitoring of luxury vehicles during stops, which are usually attractive targets for theft. Air quality monitoring ensures an excellent internal environment, a basic expectation in luxury transport.

[0150]

[0159] Minibuses and Collective Transport:

[0151]

[0160] For minibuses transporting multiple passengers simultaneously, the system provides comprehensive safety monitoring. The internal fisheye lens camera provides wide coverage of all seats, monitoring passenger interactions and detecting any inappropriate behaviors, disputes, or security issues. Additional cameras can be connected to better cover entrance, exit, and bus rear. GPS tracking ensures compliance with specified routes and schedules, important for regular collective transport. Driving behavior analysis detects dangerous driving patterns, critical when passenger numbers are large. Air quality monitoring helps ensure a healthy environment, particularly important in crowded vehicles where air quality may deteriorate quickly.

[0152]

[0161] Second: Freight and Logistics Sector

[0153]

[0162] Freight Trucks:

[0154]

[0163] The system provides shipping companies comprehensive monitoring and protection for cargo and vehicles. The internal camera and any additional cameras in the cargo compartment continuously monitor cargo, detecting any unauthorized opening attempts, theft, or tampering. GPS tracks immediate cargo location, reassuring customers and allowing accurate updates about expected arrival time. The geofencing function helps ensure trucks don't deviate from planned routes, sending immediate alerts upon any unjustified deviation, preventing cargo theft or unauthorized vehicle use. The system analyzes CAN bus data to monitor fuel consumption and engine condition, helping schedule preventive maintenance and reduce unplanned downtime. The large battery and solar power (especially useful for trucks with large roofs) provide long-term continuous monitoring during stops at warehouses or remote areas without draining the truck battery. Driving behavior analysis detects aggressive driving patterns that increase fuel consumption and maintenance costs, helping train drivers for more economical driving.

[0164] Express Delivery Vehicles:

[0155]

[0165] For express delivery and courier companies, the system provides accurate tracking and delivery proof. GPS records each stop point with precise timestamp, providing delivery proof and resolving disputes about arrival times. Cameras record parcel delivery process (at entrance or delivery area), providing visual delivery proof and protecting against "I didn't receive the package" claims. The system analyzes route efficiency and suggests improvements based on historical data, reducing wasted time and fuel. Driving behavior analysis monitors long working hours and potential fatigue, helping schedule rest periods and ensure safety.

[0156]

[0166] Hazardous Materials Transport Vehicles:

[0157]

[0167] For vehicles transporting hazardous or flammable materials, the system provides strict security monitoring. Environmental sensors accurately monitor any gas leaks or temperature changes that may indicate danger, with immediate alerts when safe thresholds are exceeded. GPS tracks the route with extreme accuracy and records every deviation, ensuring compliance with designated and authorized routes for hazardous materials transport. Cameras record all loading and unloading operations, providing complete documentation of material handling and helping investigations in case of accidents. Geofencing provides alerts when approaching prohibited areas or residential areas to be avoided.

[0158]

[0168] Third: Corporate Fleet Management Sector

[0159]

[0169] Corporate Fleets:

[0160]

[0170] For companies managing vehicle fleets for employees or operations, the system provides complete control and transparency. GPS tracks all vehicle uses, distinguishing between official and personal use and preventing misuse. Geofencing provides alerts when vehicles are used outside working hours or authorized areas, preventing unauthorized use. Driving behavior analysis evaluates driver performance and identifies who needs additional training, reducing accidents and insurance costs. Monitors fuel consumption and detects abnormal consumption that may indicate fuel theft or mechanical problems. Generates comprehensive reports on fleet usage, costs, and efficiency, helping make informed decisions about expansion or replacement.

[0161]

[0171] Field Service Vehicles:

[0162]

[0172] For companies sending technicians or field workers (maintenance, repair, services), the system provides operations improvement. GPS tracks location of all technicians in realtime, allowing directing nearest available technician to new work location. GPS records arrival and departure time from each work location, providing service proof and helping accurate billing. The system analyzes routes taken and suggests improvements to reduce wasted distances and time. Geofencing detects unauthorized visits or personal stops during working hours, improving productivity.

[0173] Rental Car Fleets:

[0163]

[0174] For car rental companies, the system provides asset protection and usage monitoring. Cameras record car condition upon delivery and receipt, documenting any pre-existing damage and protecting against damage disputes. GPS monitors car usage and detects any rental term violations (such as traveling to unauthorized countries). Geofencing provides immediate alerts if the car is taken outside the authorized area. Driving behavior analysis detects violent usage that may lead to damage, allowing charging additional fees or refusing future rental. In case of not returning the car at the specified time, immediate tracking allows quick recovery.

[0164]

[0175] Fourth: Public and Government Transport Sector

[0165]

[0176] Public Transport Buses:

[0166]

[0177] For buses in public transport systems, the system provides enhanced security and schedule compliance. Multiple cameras (internal and additional) provide comprehensive monitoring of all bus parts, deterring inappropriate behaviors and documenting accidents. GPS tracking ensures compliance with specified routes and schedules, and provides immediate updates to passengers about bus arrival time. Air quality monitoring helps ensure a healthy environment in crowded buses, with ability to activate additional ventilation when quality deteriorates. Driving behavior analysis monitors driver compliance with safe and comfortable driving standards for passengers.

[0167]

[0178] Police and Emergency Vehicles:

[0168]

[0179] For police, ambulance, and fire vehicles, the system provides comprehensive operations documentation. Cameras record all interventions and interactions with citizens, protecting officers from false accusations and ensuring accountability. GPS tracks all emergency responses, providing data for analyzing response times and improving unit distribution. The system records all events with precise timestamps, providing tight legal evidence chain. The embedded battery provides continuous operation even when the engine is stopped during long operations.

[0169]

[0180] Municipal and Service Vehicles:

[0170]

[0181] For waste collection, maintenance, and municipal service vehicles, the system provides efficiency improvement. GPS tracks all routes and ensures complete coverage of assigned areas. GPS records service points (waste collection locations, repair locations) with timestamps, providing service proof. Data analysis detects areas taking longer time and suggests route improvements. Monitors fuel consumption and detects waste or theft. 1

[0182] Fifth: Private and Family Vehicle Sector

[0171]

[0183] Family Vehicle Protection:

[0172]

[0184] For families owning private vehicles, the system provides enhanced security and peace of mind. The embedded battery and solar power provide continuous monitoring in parking lots or during long vacations, protecting against theft with immediate alerts upon any unauthorized movement. Cameras record any accidents or collisions, providing strong evidence for insurance claims and protecting against fraud. Geofencing monitors vehicle use by family members (especially teenagers), sending alerts to parents when exiting authorized areas. Driving behavior analysis helps young drivers improve their skills and develop safe driving habits. Air quality monitoring helps families with members suffering from allergies or asthma.

[0173]

[0185] Monitoring Car Use by Teenagers:

[0174]

[0186] For parents allowing their teenage children to use the car, the system provides monitoring and training. GPS tracks all trips and sends reports to parents about places visited and distances traveled. Driving behavior analysis detects dangerous behaviors (excessive speed, harsh acceleration, sudden braking) and sends immediate alerts to parents, enabling them to intervene and guide. Geofencing sends alerts when entering or exiting defined areas (school, home, authorized friends' homes), reassuring parents about their children's location. Parents can review video recordings to verify driving safety and provide constructive feedback.

[0175]

[0187] Elderly and Drivers with Special Needs:

[0176]

[0188] For families with elderly or members with special needs who drive, the system provides additional reassurance. GPS tracking sends alerts if the vehicle doesn't return home at expected time, helping detect loss or accident cases quickly. Driving behavior analysis detects potential capability deterioration (slow reactions, very slow driving, frequent stops), which may indicate need for medical evaluation or reassessing driving ability. In health emergency cases, the system can send immediate location to ambulance services.

[0177]

[0189] Sixth: Specialized Applications Sector

[0178]

[0190] Ambulances and Patient Transport:

[0179]

[0191] For ambulances and patient transport, the system provides medical and legal documentation. Internal cameras record care provided to patients during transport, protecting medical staff from malpractice lawsuits and providing quality of care documentation. GPS accurately tracks response times, helping improve emergency planning and ambulance distribution. The system records CAN bus data such as speed and acceleration, helping analyze driving smoothness and its impact on critical patients.

[0192] Money and Valuable Items Transport Vehicles:

[0180]

[0193] For vehicles transporting money, jewelry, and valuable items, the system provides enhanced security. Multiple cameras provide comprehensive monitoring of all access points, documenting all loading and unloading operations. GPS tracks the route with extreme accuracy with very frequent updates (every few seconds), allowing immediate tracking in case of theft. Geofencing sends immediate alerts upon any deviation from the planned route. The large battery provides long continuous operation even in case of attempting to disable the vehicle system.

[0181]

[0194] Embassy and Diplomat Vehicles:

[0182]

[0195] For embassy and diplomatic mission vehicles, the system provides high-level security and documentation. Cameras record all passengers and visitors, providing complete security log. GPS tracks all movements, helping plan security and protection. The system sends immediate alerts upon any abnormal event (unplanned stop, suspicious vehicle approach, tracking attempts). The embedded battery provides independent operation even in case of attempting to disable the vehicle system for security purposes.

[0183]

[0196] Fuel and Chemical Materials Transport Vehicles:

[0184]

[0197] For fuel and chemical materials transport vehicles, the system provides strict environmental monitoring. Environmental sensors continuously monitor any gas leaks or dangerous vapors, with immediate alerts upon detection. Cameras record filling and emptying operations completely, providing safety protocol compliance documentation. GPS tracks the route and ensures compliance with authorized routes and staying away from residential areas.

[0185]

[0198] Seventh: Research and Studies Sector

[0186]

[0199] Traffic Research and Transport Planning:

[0187]

[0200] For universities, research centers, and transport planners, the system provides rich data. GPS data collected from thousands of vehicles provides valuable insights into actual traffic movement patterns, frequent congestion points, and real peak times. Actual route maps help evaluate current road efficiency and suggest improvements or new alternative routes. Driving behavior analysis provides deeper understanding of how drivers respond to different conditions (traffic signals, turns, school zones).

[0188]

[0201] Air Quality and Environmental Studies:

[0189]

[0202] For environmental researchers and health authorities, environmental sensor data provides valuable information. GPS-linked data creates detailed air quality heat maps across cities, identifying high-pollution areas and most polluted times. Historical data helps evaluate environmental policy impact (such as low emission zones) and their effectiveness. Actual field data provides complement to fixed air quality monitoring stations, with broader and more dynamic coverage.

[0203] Traffic Safety and Driving Behavior Research:

[0190]

[0204] For traffic safety researchers, accident and behavior data provides important insights. Accident data recorded with video, location, and sensor data helps better understand accident causes. Driving behavior analysis across thousands of drivers identifies common dangerous patterns and contributing factors to accidents. Data helps evaluate awareness campaign effectiveness and driver training programs.

[0191]

[0205] Eighth: Insurance and Risk Management Sector

[0192]

[0206] Usage-Based Insurance (UBI) Programs:

[0193]

[0207] For insurance companies offering behavior-based policies, the system provides accurate data. Comprehensive driving behavior analysis enables pricing policies based on actual risk of each driver, instead of demographic assumptions. Safe drivers are rewarded with lower premiums, while dangerous drivers pay more based on their actual behavior. Data helps insurance companies identify risks with higher accuracy and reduce losses.

[0194]

[0208] Accelerating Claims Processing:

[0195]

[0209] When accidents occur, the system significantly accelerates claims processing. Video recordings from multiple angles provide clear evidence of accident circumstances, quickly and accurately determining responsibility. GPS data proves exact location and time, confirming or denying parties' claims. Sensor data documents impact severity and speed before accident, helping estimate damages. Comprehensive documentation significantly reduces insurance fraud, as claims cannot be easily forged or inflated.

[0196]

[0210] Ninth: Electric and Hybrid Vehicle Sector

[0197]

[0211] Range and Efficiency Management:

[0198]

[0212] For electric and hybrid vehicles, the system provides power management improvement. Analyzes driving patterns and suggests improvements to increase range (smoother driving, better use of regenerative braking). GPS tracks roads and suggests routes increasing efficiency based on elevations and road conditions. The system integrates with CAN bus data to monitor battery and charging status, sending alerts when charging is needed with suggestion of nearest charging stations. Actual usage data provides valuable information to owners about actual efficiency and helps plan long trips.

[0199]

[0213] Tenth: Autonomous and Assisted Driving Vehicle Sector (Future)

[0200]

[0214] Documenting and Improving Autonomous Driving Systems:

[0201]

[0215] With evolution of autonomous driving technologies, the system can provide comprehensive documentation of assistance system performance. Multiple cameras record how the autonomous system deals with different situations, providing data for algorithm improvement. The system documents any human interventions or autonomous system failure cases, helping identify weaknesses. In accidents involving autonomous vehicles, recordings provide critical evidence for determining responsibility (technical fault or human error).

[0202]

[0216] Eleventh: General Benefits Across All Sectors

[0203]

[0217] Regardless of specific sector, the system provides a set of comprehensive benefits:

[0204]

[0218] Reducing insurance costs: Documented data and proven safe behavior provide significant insurance discounts across most sectors.

[0205]

[0219] Improving general safety: Comprehensive monitoring and collision warnings contribute to reducing accidents across all vehicle types.

[0206]

[0220] Saving operating costs: Route optimization, fuel efficiency, and driving behavior help tangibly reduce costs.

[0207]

[0221] Regulatory compliance: The system facilitates compliance with increasing regulations on vehicle safety, driving hours, and data protection.

[0208]

[0222] Protection from fraud: Comprehensive documentation prevents various forms of fraud, from false insurance claims to fuel theft.

[0209]

[0223] Peace of mind: Continuous monitoring and immediate alerts provide reassurance to owners, managers, and users.

[0210]

[0224] Environmental sustainability: Solar power, air quality monitoring, and efficiency improvement contribute to reducing environmental impact.

[0211]

[0225] Twelfth: Scalability and Customization by Application

[0212]

[0226] The system is characterized by unique ability to adapt to specific needs of each sector or application. Hardware configuration (battery size, solar panel, number of additional cameras) can be customized based on usage requirements. Software settings (alert thresholds, geofencing areas, power modes, update frequency) can be programmed to suit each use case. API interfaces provide ability to integrate with existing management systems or develop custom applications for specific industries. The cloud platform allows development of custom dashboards and specialized reports meeting each sector's needs.

[0213]

[0227] Thanks to this wide diversity in application fields, this invention represents a comprehensive and flexible solution that can serve diverse needs across the entire transport and vehicle industries, from simple personal use to complex fleet management, from basic safety to critical security, from operational efficiency to regulatory compliance, making it a high-value and sustainable investment for various stakeholders in the vehicle and transport sector.

Claims

[Element 1]A smart in-vehicle safety, monitoring, and environmental sensing platform comprising a single integrated embedded chassis configured to be installed within a vehicle, the chassis comprising:(a) an interior fisheye camera;(b) a forward-facing camera;(c) a forward radar sensor;(d) a high-precision GPS module;(e) a plurality of environmental sensors comprising at least one of: a temperature sensor, a humidity sensor, an air-quality sensor, a dust and fine-particulate sensor, and a smoke and / or smoking-detection sensor;(f) an ambient light sensor operatively coupled to adaptive LED cabin lighting configured to automatically adjust based on external lighting conditions, including gradual illumination increase at dusk and / or evening;(g) a central processing unit (CPU) configured to process sensor and camera inputs;(h) a plurality of communication modules comprising at least one of: cellular, Wi-Fi, Bluetooth, and optionally satellite communications;(i) a CAN bus interface;0) a rechargeable internal battery; and(k) a vehicle- powered charging circuit configured to recharge the internal battery from the vehicle electrical system, wherein the platform is configured to provide comprehensive monitoring, precise geolocation tracking, and real-time safety and / or security alerts.[Element 2]The platform of claim 1, wherein the platform comprises a multi-source intelligent power system comprising:(a) an internal lithium-ion or lithium-polymer battery having a capacity of about 2,000- 10,000 mAh;(b) a battery management system (BMS) coupled to the internal battery;(c) a smart charging circuit configured to accept an input voltage in the range of about 9V-30V to support 12V and 24V vehicle systems, and to perform CC / CV charging; and(d) a vehicle battery monitoring function configured to reduce and / or prevent depletion of the vehicle starter battery.[Element 3]The platform of claim 2, further comprising an optional solar power source comprising a solar panel of about 5-20 W(integrated or external) and an MPPT charge controller, wherein a power management controller is configured to automatically switch between at least three power sources including vehicle power, internal battery power, and solar power, and to transition between operating modes comprising at least one of: full operation, standard power saving, low-power monitoring, deep power saving, and standalone solar charging, thereby enabling an operational autonomy of approximately 8-48 hours or more while the vehicle is parked.[Element 4]The platform of claim 1, wherein the communication modules and / or the platform firmware implement a communication-agnostic architecture configured to communicate with a remote server using one or more protocols selected from: GSM / GPRS / 2G / 3G / 4G / 5G, NB-IoT, LTE-M, Cat-Mi, Wi-Fi (any standard), Bluetooth (Classic / BLE / Mesh), LoRaWAN, Sigfox, satellite communications, and wired protocols, wherein the platform is configured to automatically switch among available links based on at least one of link quality, cost, and throughput, and wherein the platform is configured to integrate with multiple compute environments without hardware redesign, comprising at least one of: Android-based systems, Arduino, ESP-class microcontrollers, Raspberry Pi, STM32, PIC, Jetson, and BeagleBone.[Element 5]The platform of claim 1, wherein the CPU is configured to provide proactive collision warning by fusing radar data with GPS data and CAN bus data to compute at least one of: collision probability and time-to-impact, and to issue audible and visual alerts in real time.[Element 6]The platform of claim 1, wherein the platform is configured to provide 360-degree visual monitoring by capturing one or more video streams and embedding GPS coordinates and timestamps into recordings to generate a geo-visual event log.[Element 7]The platform of claim 1, wherein the platform is configured to provide real-time tracking and a customizable geofence, and to generate alerts upon boundary crossing.[Element 8]The platform of claim 1, wherein the platform is configured to support stolen vehicle recovery via continuous tracking while parked and to generate unauthorized movement alerts.[Element 9]The platform of claim 1, wherein the platform is configured to perform location-aware driver behavior analytics that associate driving events and / or risk patterns with geographic locations and generate risk heatmaps.[Element 10]The platform of claim 1, wherein the platform is configured to perform GPS-tagged environmental monitoring and generate at least one of: air-quality maps, dust / fine- particulate concentration maps, pollutant maps, and high-risk area heatmaps.[Element 11]The platform of claim 1, wherein the smoke and / or smoking-detection sensor is configured to detect in-cabin smoking and to generate immediate alerts and event logs.[Element 12]The platform of claim 1, further comprising ports for connecting additional optionalcameras comprising at least one of: rear, side, and additional interior cameras, with automatic detection and synchronized processing.[Element 13]The platform of claim 1, wherein the platform is configured to interface with the vehicle CAN bus as a passive listener to read vehicle parameters comprising at least one of: speed, engine data, braking data, and fuel consumption, without actively controlling vehicle systems.[Element 14]The platform of claim 1, further comprising an internal storage memory of about 32-256 GB configured for local storage with smart space management and data-loss protection.[Element 15]The platform of claim 1, wherein data communications are secured using standard encryption, and the platform implements authentication and authorization mechanisms for cybersecurity.[Element 16]The platform of claim 1, wherein the platform supports over-the-air updates to add features and / or update algorithms.[Element 17]The platform of claim 1, wherein the platform is configured for non-intrusive installation across multiple vehicle types comprising at least one of: taxis, ride-hailing vehicles, limousine fleets, buses, freight vehicles, and trains, without major vehicle body modifications.

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