Intelligent traffic light pole control method based on star flash technology and open-source gap system

Abstract

The invention discloses an intelligent traffic light pole control method based on a star flash technology and an open-source gap system, and the method comprises the steps: integrating a traffic signal lamp, a camera, an environment monitoring sensor and an LED display screen to an intelligent traffic light pole, and carrying an intelligent pole gateway of the star flash technology and the open-source gap system; traffic flow data are collected through the camera and transmitted to the intelligent rod gateway, the intelligent rod gateway analyzes the traffic flow data through edge calculation to obtain traffic information, and a signal lamp is adjusted according to the traffic information; the environment monitoring sensor is used for collecting environment data and sending the environment data to the LED display screen, and the LED display screen is used for issuing the environment data and the traffic information in real time so as to guide vehicles and pedestrians. The intelligent degree and the anti-interference capability of the intelligent traffic lamp post are improved, and stable operation of the traffic lamp post in various environments is ensured.

Description

Technical Field

[0001] The present invention relates to the field of intelligent transportation technology, and in particular to a smart traffic light pole control method, system, intelligent terminal and computer-readable storage medium based on StarFlash technology and open source Hongmeng system. Background Art

[0002] The existing traffic light poles (traffic signal poles) have a single function and cannot meet the complex and changeable traffic management needs. The communication capabilities are limited and cannot achieve high-speed, low-latency data transmission. They have weak anti-interference capabilities, insufficient stability, and poor scalability, making it difficult to adapt to the rapid development of urban traffic.

[0003] Therefore, the prior art still needs to be improved and developed. Summary of the invention

[0004] The main purpose of the present invention is to provide a smart traffic light pole control method, system, smart terminal and computer-readable storage medium based on Star Flash technology and open source Hongmeng system, aiming to solve the problem that the traffic light poles in the prior art are not highly intelligent and cannot meet the needs of urban traffic.

[0005] To achieve the above object, the present invention provides a smart traffic light pole control method based on Star Flash technology and open source Hongmeng system, and the smart traffic light pole control method based on Star Flash technology and open source Hongmeng system comprises the following steps:

[0006] Integrate traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles, and use the smart pole gateway with Starlight technology and the open source Hongmeng system;

[0007] Traffic flow data is collected by the camera and transmitted to the smart pole gateway. The smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information and adjust the traffic lights according to the traffic information.

[0008] Environmental data is collected by the environmental monitoring sensor and sent to the LED display screen. The environmental data and traffic information are published in real time by the LED display screen to guide vehicles and pedestrians.

[0009] Optionally, the smart traffic light pole control method based on Starlight technology and open source Hongmeng system, wherein the traffic lights, cameras, environmental monitoring sensors and LED display screens are integrated into the smart traffic light poles, and the smart pole gateway equipped with Starlight technology and open source Hongmeng system, further includes:

[0010] A wireless communication network is built using Star Flash technology to control data transmission between the smart traffic light poles and the urban traffic management system.

[0011] Optionally, the smart traffic light pole control method based on Starlight technology and open source Hongmeng system, wherein the traffic lights, cameras, environmental monitoring sensors and LED display screens are integrated into the smart traffic light poles, and the smart pole gateway equipped with Starlight technology and open source Hongmeng system, further includes:

[0012] The traffic lights, cameras, environmental monitoring sensors and LED display screens in the smart traffic light poles are respectively connected to the smart pole gateway through Star Flash technology to achieve data interaction and control between devices.

[0013] Optionally, the smart traffic light pole control method based on the Starlight technology and the open source Hongmeng system, wherein the smart traffic light pole control method based on the Starlight technology and the open source Hongmeng system further includes:

[0014] According to the latest traffic needs, the smart traffic light poles can be remotely maintained and upgraded in terms of functionality through the open source Hongmeng system.

[0015] Optionally, the smart traffic light pole control method based on Star Flash technology and open source Hongmeng system, wherein the traffic flow data is collected by the camera and transmitted to the smart pole gateway, the smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information, and adjusts the traffic light according to the traffic information, specifically includes:

[0016] The camera collects traffic flow data, wherein the traffic flow data includes the number, speed and type of vehicles, and the camera transmits the traffic flow data to the smart pole gateway;

[0017] The edge computing unit on the smart pole gateway pre-processes the collected traffic flow data, wherein the pre-processing includes data cleaning, format conversion and feature extraction;

[0018] On the edge computing unit, using historical traffic flow data to train a machine learning model, the machine learning model is used to predict traffic flow, identify traffic congestion, and detect abnormal events;

[0019] Deploy the trained machine learning model on the edge computing unit to predict and analyze the real-time collected traffic flow data;

[0020] Based on the real-time analysis results, the edge computing unit dynamically adjusts the timing of traffic lights to optimize traffic flow;

[0021] The edge computing unit stores the analysis results locally or transmits them to the urban traffic management system.

[0022] Optionally, the smart traffic light pole control method based on Star Flash technology and open source Hongmeng system, wherein the environmental data is collected by the environmental monitoring sensor, and the environmental data is sent to the LED display screen, and the environmental data and the traffic information are published in real time by the LED display screen to guide vehicles and pedestrians, specifically includes:

[0023] The environmental data is collected by the environmental monitoring sensor on the smart traffic light pole, and the environmental data is sent to the LED display screen. The smart pole gateway generates real-time traffic information according to the traffic flow data and sends it to the LED display screen;

[0024] The environmental data and the traffic information are released to vehicles and pedestrians through the LED display screen;

[0025] According to the traffic information, the smart pole gateway formulates a guidance strategy, wherein the guidance strategy includes adjusting the timing of traffic lights, issuing traffic control information and providing detour routes;

[0026] According to the traffic information on the LED display screen, guide vehicles and pedestrians, adjust driving speed and choose driving routes to adapt to real-time traffic conditions.

[0027] The smart pole gateway collects feedback information from vehicles and pedestrians to optimize traffic management strategies.

[0028] Optionally, the smart traffic light pole control method based on the Starlight technology and the open source Hongmeng system, wherein the smart traffic light pole control method based on the Starlight technology and the open source Hongmeng system further includes:

[0029] The environmental monitoring sensor on the smart traffic light pole monitors the ambient light intensity in real time, and the camera monitors the traffic flow in real time;

[0030] The smart pole gateway performs real-time analysis of ambient light and traffic flow data, and determines the street light brightness according to preset algorithms and rules;

[0031] According to the analysis results, the smart pole gateway sends instructions to the street lights to automatically adjust the brightness of the street lights.

[0032] In addition, to achieve the above-mentioned purpose, the present invention also provides a smart traffic light pole control system based on Starflash technology and open source Hongmeng system, wherein the smart traffic light pole control system based on Starflash technology and open source Hongmeng system includes:

[0033] Hardware design module for integrating traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles, and a smart pole gateway equipped with Starlight technology and the open source Hongmeng system;

[0034] A collection and adjustment module, used to collect traffic flow data through the camera and transmit it to the smart pole gateway, the smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information, and adjust the traffic lights according to the traffic information;

[0035] The display and guidance module is used to collect environmental data through the environmental monitoring sensor, and send the environmental data to the LED display screen, publish the environmental data and the traffic information in real time through the LED display screen, and guide vehicles and pedestrians.

[0036] In addition, to achieve the above-mentioned purpose, the present invention also provides an intelligent terminal, wherein the intelligent terminal includes: a memory, a processor, and a smart traffic light pole control program based on Starflash technology and open source Hongmeng system stored in the memory and run on the processor, and the smart traffic light pole control program based on Starflash technology and open source Hongmeng system, when executed by the processor, implements the steps of the smart traffic light pole control method based on Starflash technology and open source Hongmeng system as described above.

[0037] In addition, to achieve the above-mentioned purpose, the present invention also provides a computer-readable storage medium, wherein the computer-readable storage medium stores a smart traffic light pole control program based on StarFlash technology and open source Hongmeng system, and when the smart traffic light pole control program based on StarFlash technology and open source Hongmeng system is executed by a processor, the steps of the smart traffic light pole control method based on StarFlash technology and open source Hongmeng system as described above are implemented.

[0038] In the present invention, traffic lights, cameras, environmental monitoring sensors and LED display screens are integrated into smart traffic light poles, and a smart pole gateway equipped with Star Flash technology and an open source Hongmeng system is installed; traffic flow data is collected by the camera and transmitted to the smart pole gateway, and the smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information, and adjusts the traffic lights according to the traffic information; environmental data is collected by the environmental monitoring sensor, and the environmental data is sent to the LED display screen, and the environmental data and traffic information are published in real time through the LED display screen to guide vehicles and pedestrians. The present invention uses Star Flash technology to achieve low-latency, high-speed, and high-concurrency data transmission, improves the intelligence level of traffic light poles, enhances equipment compatibility and system stability through the open source Hongmeng system, improves anti-interference capabilities, ensures stable operation of traffic light poles in various environments, has good scalability, and can be upgraded and expanded according to urban traffic needs. BRIEF DESCRIPTION OF THE DRAWINGS

[0039] Figure 1It is a flowchart of a preferred embodiment of the intelligent traffic light pole control method based on the Star Flash technology and the open source Hongmeng system of the present invention;

[0040] Figure 2 It is a structural diagram of a preferred embodiment of the smart traffic light pole control system of the present invention based on the Star Flash technology and the open source Hongmeng system;

[0041] Figure 3 It is a structural diagram of a preferred embodiment of the intelligent terminal of the present invention. DETAILED DESCRIPTION

[0042] In order to make the purpose, technical solution and advantages of the present invention clearer and more specific, the present invention is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0043] The present invention is a smart traffic light pole control method based on Star Flash technology and open source Hongmeng system, which is suitable for multiple fields such as intelligent traffic management, urban safety monitoring, and environmental monitoring. It aims to improve the intelligence level of urban traffic and realize efficient, safe and environmentally friendly traffic flow management.

[0044] The smart traffic light pole control method based on the Star Flash technology and the open source Hongmeng system described in the preferred embodiment of the present invention is as follows Figure 1 As shown, the smart traffic light pole control method based on Star Flash technology and open source Hongmeng system includes the following steps:

[0045] Step S10: Integrate traffic lights, cameras, environmental monitoring sensors and LED display screens into smart traffic light poles, and equip them with a smart pole gateway based on Starflash technology and the open source Hongmeng system.

[0046] Specifically, the smart traffic light pole is designed to integrate traffic lights, cameras, environmental monitoring sensors, LED display screens and other equipment, and is equipped with the smart pole gateway of Star Flash technology and open source Hongmeng system; among them, the smart pole gateway is a key component in the smart traffic light pole system, which is responsible for connecting and managing various devices on the traffic light pole, such as traffic lights, cameras, environmental monitoring sensors, LED display screens, etc. The smart pole gateway usually has the following functions:

[0047] (1) Device connection: Through Star Flash technology or other communication protocols, various devices on the traffic light poles are connected to form a unified network.

[0048] (2) Data collection and processing: Collect data from various devices and perform preliminary processing and analysis, such as traffic flow analysis and environmental data monitoring.

[0049] (3) Control and dispatch: Based on the collected data and analysis results, the equipment on the traffic light pole is controlled and dispatched, such as adjusting the timing of the traffic lights and controlling the display content of the LED display.

[0050] (4) Data transmission: The processed data is transmitted to the urban traffic management system or other related systems through Star Flash technology or other communication networks.

[0051] (5) System integration: Connect the various functional devices of the traffic light pole with the smart pole gateway through Star Flash technology to achieve data interaction and control between devices.

[0052] (6) Remote maintenance and upgrade: Traffic light poles can be remotely maintained and their functions upgraded through the open source Hongmeng system to adapt to changing traffic needs.

[0053] (7) Safety assurance: Utilize the anti-interference capability and high reliability of Star Flash technology to ensure the safe operation of traffic light poles in complex environments.

[0054] The smart pole gateway is the core of the smart traffic light pole system. It is not only responsible for the connection and management of equipment, but also undertakes the tasks of data collection, processing, transmission and system integration. It is the key to the efficient operation of the smart traffic light pole system.

[0055] A wireless communication network is built using Star Flash technology to control data transmission between the smart traffic light poles and the urban traffic management system.

[0056] The traffic lights, cameras, environmental monitoring sensors and LED display screens in the smart traffic light poles are respectively connected to the smart pole gateway through Star Flash technology to achieve data interaction and control between devices.

[0057] Step S20: Traffic flow data is collected through the camera and transmitted to the smart pole gateway. The smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information and adjust the traffic lights according to the traffic information.

[0058] Specifically, real-time monitoring of traffic flow, collecting data through cameras, analyzing using edge computing, and dynamically adjusting the timing of traffic lights. The specific process of using edge computing for analysis is as follows:

[0059] (1) Real-time monitoring of traffic flow: Traffic flow data is collected through cameras, including information such as the number, speed, and type of vehicles. The camera transmits the data to the smart pole gateway, and the edge computing unit on the smart pole gateway performs preliminary processing and analysis on the data.

[0060] (2) Data preprocessing: The edge computing unit preprocesses the collected traffic flow data, such as data cleaning, format conversion, feature extraction, etc., for subsequent analysis.

[0061] (3) Model training: On the edge computing unit, historical traffic flow data is used to train machine learning models, such as neural networks and support vector machines. These models can predict traffic flow, identify traffic congestion, detect abnormal events, etc.

[0062] (4) Real-time analysis: Deploy the trained machine learning model on the edge computing unit to predict and analyze the real-time collected traffic flow data. The edge computing unit can process data quickly, reduce latency, and improve response speed.

[0063] (5) Dynamically adjust traffic light timing: Based on real-time analysis results, the edge computing unit dynamically adjusts the timing of traffic lights to optimize traffic flow, reduce congestion, and improve road traffic efficiency.

[0064] (6) Data storage and transmission: The edge computing unit stores the analysis results locally or transmits them to the urban traffic management system for further analysis and decision-making.

[0065] Through the above steps, the use of edge computing to perform real-time analysis of traffic flow data can quickly respond to changes in traffic conditions and improve the level of intelligent traffic management.

[0066] Step S30: Collect environmental data through the environmental monitoring sensor, and send the environmental data to the LED display screen. The environmental data and the traffic information are published in real time through the LED display screen to guide vehicles and pedestrians.

[0067] Specifically, environmental data such as air quality and noise level are collected through environmental monitoring sensors and published in real time through LED display screens; real-time traffic information is provided through LED display screens to guide vehicles and pedestrians; the specific process of guiding vehicles and pedestrians is as follows:

[0068] (1) Data collection: Cameras, sensors and other equipment on traffic light poles collect information such as traffic flow, road conditions, and environment in real time.

[0069] (2) Data processing: The smart pole gateway processes the collected data, such as data cleaning, format conversion, feature extraction, etc., for subsequent analysis.

[0070] (3) Traffic information generation: Based on the processed data, the smart pole gateway generates real-time traffic information, such as road conditions, traffic congestion, traffic accidents, etc.

[0071] (4) Information release: Real-time traffic information is released to vehicles and pedestrians through LED display screens. The display screen can display information in various forms such as text, images, and animations.

[0072] (5) Guidance strategy: Based on real-time traffic information, the smart pole gateway can formulate guidance strategies, such as adjusting traffic light timing, issuing traffic control information, and providing detour routes.

[0073] (6) Vehicle and pedestrian response: Vehicles and pedestrians adjust their driving speed and choose their driving routes based on the traffic information on the LED display to adapt to real-time traffic conditions.

[0074] (8) Feedback mechanism: The smart pole gateway can collect feedback information from vehicles and pedestrians, such as satisfaction with traffic information and response to guidance strategies, so as to continuously optimize traffic management strategies.

[0075] Through the above steps, the use of LED display screens to provide real-time traffic information can effectively guide vehicles and pedestrians, improve the level of intelligent traffic management, reduce traffic congestion, and improve road traffic efficiency.

[0076] Furthermore, the street light brightness is automatically adjusted according to the ambient light and traffic flow to achieve energy saving. The specific process is as follows:

[0077] (1) Ambient light monitoring: The environmental monitoring sensors on the smart traffic light poles monitor the ambient light intensity, such as sunlight, weather conditions, etc., in real time.

[0078] (2) Traffic flow monitoring: Real-time monitoring of traffic flow, including vehicle quantity, speed, type, etc., through cameras or other sensors.

[0079] (3) Data analysis: The smart pole gateway performs real-time analysis of ambient light and traffic flow data and determines the brightness of street lights based on preset algorithms and rules.

[0080] (4) Street light brightness adjustment: Based on the analysis results, the smart pole gateway sends instructions to the street lights to automatically adjust the street light brightness. For example:

[0081] 1) During the day when there is plenty of sunlight, the ambient light is strong and the traffic volume may be low, then the brightness of the street lights can be lowered or even turned off to save energy.

[0082] 2) In the evening or at night, the ambient light is weak and the traffic flow may be high. At this time, the brightness of the street lights needs to be increased to ensure road lighting and traffic safety.

[0083] 3) In bad weather conditions, such as fog and rain, the ambient light may be weak and traffic visibility may be reduced. At this time, the brightness of the street lights needs to be increased to improve visibility.

[0084] 4) During peak traffic hours, such as rush hour, traffic volume is heavy and the brightness of street lights needs to be increased to ensure the safety of drivers and pedestrians.

[0085] 5) During periods of low traffic, such as late at night, the brightness of street lights can be appropriately lowered to save energy.

[0086] (5) Dynamic adjustment: The smart pole gateway can monitor changes in ambient light and traffic flow in real time, and dynamically adjust the brightness of street lights based on the changes to adapt to different traffic and environmental conditions.

[0087] Through the above steps, the smart traffic light pole can automatically adjust the brightness of the street light according to the ambient light and traffic flow, achieving energy saving and efficient road lighting management.

[0088] Furthermore, the traffic light poles are remotely maintained and upgraded through the open source Hongmeng system to adapt to the ever-changing traffic needs. The specific process of remote maintenance and function upgrade of traffic light poles through the open source Hongmeng system is as follows:

[0089] (1) Remote access: Through the remote access function of the open source Hongmeng system, technicians can remotely connect to the control system of smart traffic light poles without having to be on site.

[0090] (2) Fault diagnosis: Technicians can use the remote access function to diagnose traffic light poles, check the operating status of the equipment, and identify potential problems.

[0091] (3) Software Update: The open source Hongmeng system supports remote software updates. Technicians can remotely push new software versions or patches to traffic light poles to fix known issues or improve functions.

[0092] (4) Functional upgrade: According to the changes in urban traffic demand, technicians can use remote access functions to upgrade the functions of traffic light poles, such as adding new sensors, expanding communication protocols, etc.

[0093] (5) Parameter adjustment: Technicians can remotely adjust the operating parameters of traffic light poles, such as signal timing and street light brightness, to optimize traffic management effects.

[0094] (6) System monitoring: The open source Hongmeng system provides a real-time monitoring system, allowing technicians to remotely monitor the operating status of traffic light poles and promptly detect and handle abnormal situations.

[0095] (7) Data backup and recovery: Technicians can perform data backup and recovery operations remotely to ensure the data security of traffic light poles.

[0096] (8) User training: Through the remote access function, technicians can provide remote training to traffic management personnel to improve their ability to operate and maintain the smart traffic light pole system.

[0097] Through the above steps, technicians can use the remote maintenance and function upgrade functions of the open source Hongmeng system to efficiently and conveniently manage and maintain smart traffic light poles, thereby improving the operating efficiency and reliability of traffic light poles.

[0098] Furthermore, the anti-interference ability and high reliability of Star Flash technology are used to ensure the safe operation of traffic light poles in complex environments. The specific measures to ensure the safe operation of traffic light poles in complex environments using Star Flash technology are as follows:

[0099] (1) Anti-interference capability: Star Flash technology has strong anti-interference capability and can maintain stable communication in complex electromagnetic environments. This ensures that traffic light poles can still work normally in complex environments such as bad weather and high electromagnetic interference.

[0100] (2) High reliability: The communication protocol design of Star Flash Technology takes into account the integrity and reliability of data. Through error detection and correction mechanisms, it ensures that data will not be lost or damaged during transmission.

[0101] (3) Stability: Star Flash technology can provide stable communication connections and maintain continuous data transmission even in the event of network congestion or device movement.

[0102] (4) Security: Star Flash technology supports encrypted communication to protect the security of data during transmission and prevent unauthorized access or tampering of data.

[0103] (5) Real-time: Star Flash technology enables low-latency data transmission, which is crucial for traffic light pole systems because real-time data is essential for traffic management and safety.

[0104] (6) Self-healing capability: Star Flash technology has a certain self-healing capability and can automatically reroute data in the event of network failure or equipment failure to ensure continuous operation of the system.

[0105] (7) Flexible configuration: Star Flash technology supports flexible network configuration and can be adjusted according to different application scenarios and requirements to adapt to different complex environments.

[0106] Through the above measures, Star Flash technology ensures the safe operation of traffic light poles in various complex environments, improves the reliability and stability of the traffic light pole system, and provides strong technical support for urban traffic management.

[0107] The present invention has the following technical effects:

[0108] (1) Use Star Flash technology to achieve low-latency, high-speed, and high-concurrency data transmission, thereby improving the intelligence level of traffic light poles.

[0109] (2) Enhance device compatibility and system stability through the open source Hongmeng system.

[0110] (3) Improve anti-interference capabilities to ensure stable operation of traffic light poles in various environments.

[0111] (4) It has good scalability and can be upgraded and expanded according to urban traffic needs.

[0112] Furthermore, if Figure 2 As shown, based on the above-mentioned smart traffic light pole control method based on Star Flash technology and open source Hongmeng system, the present invention also provides a smart traffic light pole control system based on Star Flash technology and open source Hongmeng system, wherein the smart traffic light pole control system based on Star Flash technology and open source Hongmeng system includes:

[0113] Hardware design module 51, used to integrate traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles, and equipped with the smart pole gateway of Star Flash technology and open source Hongmeng system;

[0114] A collection and adjustment module 52, used to collect traffic flow data through the camera and transmit it to the smart pole gateway, the smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information, and adjust the traffic lights according to the traffic information;

[0115] The display and guidance module 53 is used to collect environmental data through the environmental monitoring sensor, and send the environmental data to the LED display screen, and publish the environmental data and the traffic information in real time through the LED display screen to guide vehicles and pedestrians.

[0116] Furthermore, if Figure 3 As shown, based on the above-mentioned smart traffic light pole control method and system based on Star Flash technology and open source Hongmeng system, the present invention also provides a smart terminal accordingly, and the smart terminal includes a processor 10, a memory 20 and a display 30. Figure 3 Only some components of the smart terminal are shown, but it should be understood that it is not required to implement all the components shown, and more or fewer components may be implemented instead.

[0117] In some embodiments, the memory 20 may be an internal storage unit of the smart terminal, such as a hard disk or memory of the smart terminal. In other embodiments, the memory 20 may also be an external storage device of the smart terminal, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc. equipped on the smart terminal. Furthermore, the memory 20 may also include both an internal storage unit of the smart terminal and an external storage device. The memory 20 is used to store application software and various types of data installed on the smart terminal, such as the program code of the installed smart terminal. The memory 20 may also be used to temporarily store data that has been output or is to be output. In one embodiment, a smart traffic light pole control program 40 based on Star Flash technology and an open source Hongmeng system is stored on the memory 20, and the smart traffic light pole control program 40 based on Star Flash technology and an open source Hongmeng system can be executed by the processor 10, thereby realizing the smart traffic light pole control method based on Star Flash technology and an open source Hongmeng system in this application.

[0118] In some embodiments, the processor 10 can be a central processing unit (CPU), a microprocessor or other data processing chip, used to run the program code or process data stored in the memory 20, such as executing the smart traffic light pole control method based on Starflash technology and the open source Hongmeng system.

[0119] In some embodiments, the display 30 may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch device, etc. The display 30 is used to display information on the smart terminal and to display a visual user interface. The components 10-30 of the smart terminal communicate with each other via a system bus.

[0120] In one embodiment, when the processor 10 executes the smart traffic light pole control program 40 based on Starflash technology and open source Hongmeng system in the memory 20, the steps of the smart traffic light pole control method based on Starflash technology and open source Hongmeng system as described above are implemented.

[0121] The present invention also provides a computer-readable storage medium, wherein the computer-readable storage medium stores a smart traffic light pole control program based on Starflash technology and open source Hongmeng system, and when the smart traffic light pole control program based on Starflash technology and open source Hongmeng system is executed by a processor, the steps of the smart traffic light pole control method based on Starflash technology and open source Hongmeng system as described above are implemented.

[0122] In summary, the present invention provides a method, system, intelligent terminal and computer-readable storage medium for controlling a smart traffic light pole based on Star Flash technology and open source Hongmeng system, the method comprising: integrating traffic lights, cameras, environmental monitoring sensors and LED display screens into smart traffic light poles, and carrying a smart pole gateway with Star Flash technology and open source Hongmeng system; collecting traffic flow data through the camera and transmitting it to the smart pole gateway, the smart pole gateway using edge computing to analyze the traffic flow data to obtain traffic information, and adjusting the traffic lights according to the traffic information; collecting environmental data through the environmental monitoring sensor, and sending the environmental data to the LED display screen, and publishing the environmental data and traffic information in real time through the LED display screen to guide vehicles and pedestrians. The present invention uses Star Flash technology to achieve low-latency, high-speed, and high-concurrency data transmission, improves the intelligence level of traffic light poles, enhances device compatibility and system stability through the open source Hongmeng system, improves anti-interference ability, ensures stable operation of traffic light poles in various environments, has good scalability, and can be upgraded and expanded according to urban traffic needs.

[0123] It should be noted that, in this article, the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, article or intelligent terminal including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or intelligent terminal. In the absence of further restrictions, an element defined by the sentence "includes a ..." does not exclude the existence of other identical elements in the process, method, article or intelligent terminal including the element.

[0124] Of course, those skilled in the art can understand that all or part of the processes in the above-mentioned embodiments can be implemented by instructing related hardware (such as a processor, a controller, etc.) through a computer program, and the program can be stored in a computer-readable storage medium that can be read by a computer, and the program can include the processes of the above-mentioned method embodiments when executed. The computer-readable storage medium can be a memory, a disk, an optical disk, etc.

[0125] It should be understood that the application of the present invention is not limited to the above examples. For ordinary technicians in this field, improvements or changes can be made based on the above description. All these improvements and changes should fall within the scope of protection of the claims attached to the present invention.

Claims

1. A smart traffic light pole control method based on Star Flash technology and open source Hongmeng system, characterized in that: The smart traffic light pole control method based on the Star Flash technology and open source Hongmeng system includes: Integrate traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles, and use the smart pole gateway with Starlight technology and the open source Hongmeng system; Traffic flow data is collected by the camera and transmitted to the smart pole gateway. The smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information and adjust the traffic lights according to the traffic information. Environmental data is collected by the environmental monitoring sensor and sent to the LED display screen. The environmental data and traffic information are published in real time by the LED display screen to guide vehicles and pedestrians.

2. According to claim 1, the intelligent traffic light pole control method based on Star Flash technology and open source Hongmeng system is characterized in that: The smart pole gateway that integrates traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles and is equipped with Starlight technology and the open source Hongmeng system will also include: A wireless communication network is built using Star Flash technology to control data transmission between the smart traffic light poles and the urban traffic management system.

3. The intelligent traffic light pole control method based on Star Flash technology and open source Hongmeng system according to claim 1 is characterized in that: The smart pole gateway that integrates traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles and is equipped with Starlight technology and the open source Hongmeng system will also include: The traffic lights, cameras, environmental monitoring sensors and LED display screens in the smart traffic light poles are respectively connected to the smart pole gateway through Star Flash technology to achieve data interaction and control between devices.

4. The intelligent traffic light pole control method based on Star Flash technology and open source Hongmeng system according to claim 1 is characterized in that: The smart traffic light pole control method based on the Star Flash technology and open source Hongmeng system also includes: According to the latest traffic needs, the smart traffic light poles can be remotely maintained and upgraded in terms of functionality through the open source Hongmeng system.

5. The intelligent traffic light pole control method based on Star Flash technology and open source Hongmeng system according to claim 1 is characterized in that: The traffic flow data is collected by the camera and transmitted to the smart pole gateway, the smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information, and adjusts the traffic lights according to the traffic information, specifically including: The camera collects traffic flow data, wherein the traffic flow data includes the number, speed and type of vehicles, and the camera transmits the traffic flow data to the smart pole gateway; The edge computing unit on the smart pole gateway pre-processes the collected traffic flow data, wherein the pre-processing includes data cleaning, format conversion and feature extraction; On the edge computing unit, using historical traffic flow data to train a machine learning model, the machine learning model is used to predict traffic flow, identify traffic congestion, and detect abnormal events; Deploy the trained machine learning model on the edge computing unit to predict and analyze the real-time collected traffic flow data; Based on the real-time analysis results, the edge computing unit dynamically adjusts the timing of traffic lights to optimize traffic flow; The edge computing unit stores the analysis results locally or transmits them to the urban traffic management system.

6. The intelligent traffic light pole control method based on Star Flash technology and open source Hongmeng system according to claim 5 is characterized in that: The environmental data is collected by the environmental monitoring sensor, and the environmental data is sent to the LED display screen, and the environmental data and the traffic information are published in real time by the LED display screen to guide vehicles and pedestrians, specifically including: The environmental data is collected by the environmental monitoring sensor on the smart traffic light pole, and the environmental data is sent to the LED display screen. The smart pole gateway generates real-time traffic information according to the traffic flow data and sends it to the LED display screen; Publishing the environmental data and the traffic information to vehicles and pedestrians through the LED display screen; According to the traffic information, the smart pole gateway formulates a guidance strategy, wherein the guidance strategy includes adjusting the timing of traffic lights, issuing traffic control information and providing detour routes; According to the traffic information on the LED display, guide vehicles and pedestrians, adjust driving speed and choose driving routes to adapt to real-time traffic conditions. The smart pole gateway collects feedback information from vehicles and pedestrians to optimize traffic management strategies.

7. The intelligent traffic light pole control method based on Star Flash technology and open source Hongmeng system according to claim 1 is characterized in that: The smart traffic light pole control method based on the Star Flash technology and open source Hongmeng system also includes: The environmental monitoring sensor on the smart traffic light pole monitors the ambient light intensity in real time, and the camera monitors the traffic flow in real time; The smart pole gateway performs real-time analysis of ambient light and traffic flow data, and determines the brightness of street lights according to preset algorithms and rules; According to the analysis results, the smart pole gateway sends instructions to the street lights to automatically adjust the brightness of the street lights.

8. A smart traffic light pole control system based on Star Flash technology and open source Hongmeng system, characterized in that: The smart traffic light pole control system based on Star Flash technology and open source Hongmeng system includes: Hardware design module for integrating traffic lights, cameras, environmental monitoring sensors and LED displays into smart traffic light poles, and a smart pole gateway equipped with Starlight technology and the open source Hongmeng system; A collection and adjustment module, used to collect traffic flow data through the camera and transmit it to the smart pole gateway, the smart pole gateway uses edge computing to analyze the traffic flow data to obtain traffic information, and adjust the traffic lights according to the traffic information; The display and guidance module is used to collect environmental data through the environmental monitoring sensor, and send the environmental data to the LED display screen, publish the environmental data and the traffic information in real time through the LED display screen, and guide vehicles and pedestrians.

9. An intelligent terminal, characterized in that: The smart terminal includes: a memory, a processor, and a smart traffic light pole control program based on Starflash technology and open source Hongmeng system stored in the memory and runnable on the processor. When the smart traffic light pole control program based on Starflash technology and open source Hongmeng system is executed by the processor, the steps of the smart traffic light pole control method based on Starflash technology and open source Hongmeng system as described in any one of claims 1 to 7 are implemented.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a smart traffic light pole control program based on Starflash technology and open source Hongmeng system. When the smart traffic light pole control program based on Starflash technology and open source Hongmeng system is executed by the processor, the steps of the smart traffic light pole control method based on Starflash technology and open source Hongmeng system as described in any one of claims 1-7 are implemented.

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