Unmanned vehicle retail pushing method and system, unmanned vehicle, and storage medium

Abstract

The application provides an unmanned vehicle retail pushing method and system, an unmanned vehicle and a storage medium, and belongs to the technical field of unmanned vehicles. The method comprises the following steps: obtaining travel information of a target passenger in the unmanned vehicle and commodity information in a retail cabinet; obtaining login information of the target passenger when the target passenger wakes up a retail service, and extracting personalized commodity preference data of the target passenger from the login information; and generating a personalized commodity recommendation list based on the travel information and the personalized commodity preference information of the target passenger, and the commodity information and the current time in the retail cabinet. Through the technical scheme in the embodiment of the application, the retail service is seamlessly integrated into the travel process, a convenient experience of "buying at will" is provided, and the service value and attractiveness of the unmanned vehicle are improved.

Description

Technical Field

[0001] This invention relates to the field of unmanned vehicle technology, and in particular to an unmanned vehicle retail delivery method, system, unmanned vehicle, and storage medium. Background Technology

[0002] With the maturity of intelligent connected and autonomous driving technologies, driverless cars are gradually becoming practical. Passengers may need to purchase drinks, snacks, and emergency supplies (such as motion sickness medicine and charging cables) during their journey, but currently, mainstream driverless vehicles do not integrate convenient retail delivery services.

[0003] Therefore, one of the current technical challenges is how to deeply integrate the automatic vending function into the system architecture of unmanned vehicles without taking up extra space in the vehicle compartment and ensuring driving safety, and how to design a safe, convenient, personalized "on-the-go shopping" experience that can also realize product inventory and data management. Summary of the Invention

[0004] The present invention aims to solve at least one of the technical problems existing in the prior art, and proposes an unmanned vehicle retail delivery method, system, unmanned vehicle and storage medium.

[0005] In a first aspect, embodiments of the present invention provide a method for unmanned vehicle retail delivery, comprising:

[0006] Obtain travel information of target passengers inside the driverless vehicle and product information from the retail cabinet;

[0007] The system acquires the login information of the target passenger when activating the retail service, and extracts the target passenger's personalized product preference data from the login information. The login information refers to the passenger identity information and historical trip information obtained by the vehicle network terminal when the target passenger activates the retail service, and the historical trip information includes the target passenger's personalized product preference data.

[0008] Based on the target passenger's travel information and personalized product preference information, as well as the product information in the retail cabinet and the current time, a personalized product recommendation list is generated.

[0009] In some embodiments, the method further includes: after obtaining passenger identity information, binding the target passenger's trip information, passenger identity information, and vehicle information;

[0010] After the trip ends, the bound information and the target passenger's order data during the trip will be written into the historical trip information.

[0011] In some embodiments, the methods for activating retail services include facial recognition login, APP client login, and vehicle-to-everything (V2X) terminal login.

[0012] In some embodiments, the method further includes: obtaining the rights and benefits information of the target passenger after activating the retail service;

[0013] Based on the target passengers' rights information, generate a discounted price for any category of goods after enjoying the relevant rights.

[0014] In some embodiments, the method further includes: target passengers browsing and selecting goods through voice interaction or touch screen clicking;

[0015] After the target passenger selects any category of goods, the price or discounted price of that category of goods is confirmed;

[0016] Seamless payment is made through the vehicle's wallet or credit account linked to the target passenger.

[0017] In some embodiments, the method further includes: confirming the product status information of any category of goods after the target passenger has paid for any category of goods;

[0018] After confirming the product status information of any category of goods, deliver the product of any category to the shipping port;

[0019] After the goods of any category are delivered to the shipping outlet, the target passenger will be notified to pick up the goods.

[0020] In some embodiments, the method further includes: acquiring retail data, inventory status data, and device status data in real time;

[0021] Based on retail data, inventory status data, target passenger travel information, and current time, a replenishment plan is generated;

[0022] Based on equipment status data, the system provides status warnings for unmanned vehicles and their internal equipment, and generates operational plans.

[0023] Secondly, embodiments of the present invention provide an unmanned vehicle retail delivery system, comprising:

[0024] The first acquisition unit is used to acquire the travel information of the target passengers in the unmanned vehicle and the product information in the retail cabinet;

[0025] The second acquisition unit is used to acquire the login information of the target passenger when activating the retail service, and extract the target passenger's personalized product preference data from the login information; the login information refers to the passenger identity information and historical trip information acquired by the vehicle network terminal when the target passenger activates the retail service, and the historical trip information includes the target passenger's personalized product preference data;

[0026] The first recommendation unit generates a personalized product recommendation list based on the target passenger's travel information and personalized product preference information, as well as the product information in the retail cabinet and the current time.

[0027] Thirdly, embodiments of the present invention provide an unmanned vehicle, wherein the unmanned vehicle is equipped with computer equipment, and the computer equipment includes:

[0028] At least one processor; and a memory communicatively connected to the at least one processor;

[0029] The memory stores a computer program that can be executed by at least one processor, such that the at least one processor is able to perform the steps of the method according to any embodiment of the present invention.

[0030] Fourthly, embodiments of the present invention provide a computer-readable storage medium storing computer instructions that are used to cause a processor to execute the steps of any embodiment of the method of the present invention.

[0031] Compared with the prior art, the present invention has the following advantages:

[0032] The unmanned vehicle retail recommendation method provided by this invention first obtains the travel information of the target passenger in the unmanned vehicle and the product information of the retail cabinet. Then, it obtains the login information of the target passenger when activating the retail service, and extracts the target passenger's personalized product preference data from the login information. Finally, based on the target passenger's travel information, personalized product preference information, product information of the retail cabinet, and the current time, a personalized product recommendation list is generated. Through the technical solution of this invention, the product needs generated by passengers during their journey can be met, enhancing the service value and attractiveness of unmanned vehicles. Attached Figure Description

[0033] To more clearly illustrate the technical solutions in the embodiments of the present invention, the accompanying drawings used in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only preferred embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0034] Figure 1 A flowchart illustrating a method for unmanned vehicle retail delivery provided in an embodiment of the present invention;

[0035] Figure 2 This is a schematic diagram illustrating a process for updating historical travel information, provided as an embodiment of the present invention.

[0036] Figure 3This is a schematic diagram illustrating a process for selecting any category of goods, provided as an embodiment of the present invention.

[0037] Figure 4 A schematic diagram illustrating the delivery process of any category of goods, provided as an embodiment of the present invention;

[0038] Figure 5 A structural block diagram of an unmanned vehicle retail delivery system provided in an embodiment of the present invention;

[0039] Figure 6 This is a structural block diagram of an unmanned vehicle provided in an embodiment of the present invention. Detailed Implementation

[0040] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0041] To enable those skilled in the art to better understand the technical solutions of the present invention, exemplary embodiments of the present invention are described below in conjunction with the accompanying drawings, including various details of the embodiments of the present invention to aid understanding. These should be considered merely exemplary. Therefore, those skilled in the art should recognize that various changes and modifications can be made to the embodiments described herein without departing from the scope and spirit of the present invention. Similarly, for clarity and brevity, descriptions of well-known functions and structures are omitted in the following description.

[0042] Where there is no conflict, the various embodiments of the present invention and the features thereof may be combined with each other.

[0043] As used herein, the term “and / or” includes any and all combinations of one or more related enumerated entries.

[0044] The terminology used herein is for the purpose of describing particular embodiments only and is not intended to limit the invention. As used herein, the singular forms “a” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will also be understood that when the terms “comprising” and / or “made of” are used in this specification, the presence of the stated feature, integral, step, operation, element, and / or component is specified, but the presence or addition of one or more other features, integrals, steps, operations, elements, components, and / or groups thereof is not excluded. Terms such as “connected” or “linked” are not limited to physical or mechanical connections but can include electrical connections, whether direct or indirect.

[0045] Unless otherwise specified, all terms used herein (including technical and scientific terms) have the same meaning as commonly understood by one of ordinary skill in the art. It will also be understood that terms such as those defined in commonly used dictionaries should be interpreted as having the meaning consistent with their meaning in the context of the relevant art and the invention, and will not be interpreted as having an idealized or overly formal meaning unless expressly so defined herein.

[0046] In the technical solution of this invention, the collection, storage, use, processing, transmission, provision, and disclosure of user personal information all comply with relevant laws and regulations and do not violate public order and good morals. The use of user data in this technical solution follows relevant national laws and regulations (e.g., the "Information Security Technology - Personal Information Security Specification"). For example: appropriate measures are taken for personal information access control; restrictions are imposed on the display of personal information; the purpose of using personal information does not exceed the scope of direct or reasonable association; and explicit identity targeting is eliminated when using personal information to avoid precisely locating a specific individual.

[0047] It is worth mentioning that prior to the technical solutions introduced in the embodiments of the present invention, there was a type of mobile unmanned vending vehicle in the prior art, which had two modes: hailing and cruising. Users could call for a vehicle via a mini-program or purchase goods at its fixed stations. However, the integration of this type of mobile unmanned vending vehicle with the riding experience was not high. Its business model was vehicle-to-person, rather than providing services during the specific process of the user riding in an unmanned vehicle. In addition, this type of mobile unmanned vending vehicle did not deeply interact with the passenger's journey or the vehicle's status (such as the driving route and remaining mileage). Users still needed to perform additional operations (such as calling a vehicle via a mini-program) to obtain services, failing to seamlessly integrate into the autonomous driving riding experience, and thus failing to meet the needs of passengers that arose at any time during the journey, lacking scenario adaptability.

[0048] Figure 1 This is a flowchart illustrating a retail delivery method for unmanned vehicles provided in an embodiment of the present invention. This method is particularly suitable for scenarios where convenient retail services are provided to passengers while they are riding in an unmanned vehicle. The method can be executed by an unmanned vehicle retail delivery system, which can be implemented in software and / or hardware. On the hardware side, a modular embedded design is adopted, in which a low-power, vibration-resistant dedicated retail cabinet is installed in an unused area between the driver and passenger seats and connected to the vehicle's CAN bus or Ethernet via a standard electrical interface. It is powered by the vehicle's power supply. On the software side, the product information is encrypted and synchronized to a cloud-based product management platform through a vehicle networking terminal. This system can be configured in an unmanned vehicle.

[0049] like Figure 1 As shown, the method specifically includes:

[0050] S1 obtains the travel information of the target passengers in the driverless car and the product information in the retail cabinet.

[0051] The target passengers refer to users who access driverless car ride services through an app. Specifically, users can register their information in various ways, such as by scanning a QR code on their mobile device to download the app or by searching a third-party website. After registration, users can enter their travel information and access the ride service. Travel information refers to the data generated by the target passengers through the app after selecting their destination and at least one route.

[0052] As part of the unmanned vehicle retail delivery system, the retail cabinet's outer shell is made of aluminum alloy. Its internal shelving structure is equipped with shock absorbers and elastic fixing devices to mitigate the impact of vibrations caused by the unmanned vehicle's movement. Furthermore, the retail cabinet houses a product recognition mechanism and a delivery execution mechanism. The product recognition mechanism uses dynamic visual sensors to collect real-time data on the products inside the cabinet, while the delivery execution mechanism uses a lightweight robotic arm to deliver the ordered items to the delivery port. The retail cabinet also contains a microcontroller, which controls both the product recognition and delivery execution mechanisms and connects to the unmanned vehicle's power and communication interfaces.

[0053] Product information refers to the categories of goods inside the retail cabinet, as well as the inventory and price of any category of goods.

[0054] It should be noted that after a target passenger obtains ride service by entering their travel information into the APP client, the travel information is uploaded by the APP client to the cloud-based travel management platform, and then transmitted back from the cloud to the vehicle-to-everything (V2X) terminal, enabling the autonomous vehicle retail push system to obtain the target passenger's travel information. The product information in the retail cabinet is directly obtained by the autonomous vehicle retail push system and uploaded to the cloud-based product management platform, and finally transmitted back from the cloud to the V2X terminal.

[0055] The vehicle-to-everything (V2X) terminal and the cloud system exchange information through encrypted transmission, and all data uploaded by the V2X terminal to the cloud system is stored in the cloud data lake.

[0056] After obtaining the travel information of the target passenger and the product information in the retail cabinet, the vehicle-to-everything (V2X) terminal can display it through the central control screen.

[0057] S2, obtain the login information of the target passenger when activating the retail service, and extract the target passenger's personalized product preference data from the login information.

[0058] The login information refers to the passenger identity information and historical travel information obtained by the vehicle-to-everything (V2X) terminal when the target passenger activates the retail service. This login information is stored in a cloud-based information platform for unified management. The historical travel information includes at least the target passenger's personalized product preference data.

[0059] Personalized product preference data refers to the degree of preference of target passengers for any category of products during their historical travels, calculated by analyzing the target passengers' historical order data. For target passengers who are engaging the retail service for the first time, the user profile of the target passenger is matched with the user profile in the cloud database, and the personalized product preference data of the matched passenger is used as the target passenger's personalized product preference data; or, it can be generated by combining the general user's preference for any category of products.

[0060] Figure 2 This is a schematic diagram of a historical itinerary information update process provided by an embodiment of the present invention, combined with... Figure 2 In some embodiments, it also includes:

[0061] S2011: After obtaining passenger identity information at the vehicle networking terminal, the target passenger's trip information, passenger identity information, and vehicle information are bound together.

[0062] S2012, After the trip ends, the above-mentioned information and the target passenger's order data during the trip will be written into the historical trip information.

[0063] Among them, vehicle information refers to the basic information of the driverless car that the target passenger is riding in, such as the vehicle's unique identification code.

[0064] In some embodiments, the methods for activating retail services include facial recognition login, APP client login, and vehicle-to-everything (V2X) terminal login.

[0065] It should be noted that facial recognition login refers to collecting the target passenger's facial information, uploading it to the cloud for identity verification, and finally transmitting the login information back to the vehicle-to-everything (V2X) terminal from the cloud. App client login refers to identity verification via an app client, uploading the verification result to the cloud for identity verification, and finally transmitting the login information back to the V2X terminal from the cloud. V2X terminal login refers to identity verification via the V2X terminal, uploading the verification result to the cloud for identity verification, and finally transmitting the login information back to the V2X terminal from the cloud.

[0066] For facial recognition login, in-vehicle cameras can be used to collect facial information.

[0067] Specifically, target passengers can activate the retail service through facial recognition, mobile terminal account login, and in-vehicle terminal account login. The main control screen of the vehicle network terminal displays the target passenger's relevant information and the product information in the retail cabinet. This relevant information includes at least the target passenger's travel information, passenger identity information, and vehicle information.

[0068] In some embodiments, it also includes:

[0069] S2021, after activating retail services, obtain the rights and interests information of the target passengers.

[0070] S2022, based on the rights and benefits information of the target passengers, generate a discounted price for any category of goods after enjoying the relevant rights and benefits.

[0071] Among them, "rights information" refers to the rights and services that target passengers enjoy when purchasing goods, such as discount coupons and other preferential services.

[0072] S3 generates a personalized product recommendation list based on the target passenger's travel information and personalized product preference information, as well as the product information in the retail cabinet and the current time.

[0073] The travel information of target passengers is uploaded to a cloud-based travel management platform, the product information in the retail kiosks is uploaded to a cloud-based product management platform, and personalized product preference information is stored in a cloud-based information platform. Based on the travel information, product information, personalized product preference information, and the current time, the cloud generates a personalized product recommendation list. For example, based on the travel information confirming a long-distance trip, drinks and snacks can be recommended. The range of drinks and snacks can be narrowed down based on personalized product preference information, and the stock of drinks and snacks can be determined by combining product information. Considering the current time is early morning, coffee can be recommended as a beverage.

[0074] Figure 3 This is a schematic diagram of a process for selecting any category of goods, provided by an embodiment of the present invention. Figure 3 In some embodiments, it also includes:

[0075] S3011, the target passengers browse and select goods through voice interaction or touch screen clicks.

[0076] Users can browse and select products through voice assistant or by directly clicking on the central control screen.

[0077] S3012, after the target passenger selects any category of goods, confirm the price or discounted price of that category of goods.

[0078] S3013 allows for seamless deductions via the vehicle's wallet or credit account linked to the target passenger.

[0079] After the user confirms the product, the retail service system generates an order and calls the payment SDK built into the in-vehicle system. The payment process prioritizes deducting the payment from the user's already linked in-vehicle wallet or credit account, greatly simplifying the payment process. This deep integration with the in-vehicle payment environment aims to create a closed-loop experience of "grab and go" or "select and pay instantly," avoiding the security risks and fragmented experience that may arise from complex payment operations in a mobile environment.

[0080] Figure 4 This is a schematic diagram of a delivery process for any category of goods provided in an embodiment of the present invention, combined with... Figure 4 In some embodiments, it also includes:

[0081] S3021 After the target passenger pays for any category of goods, confirm the status information of the goods in that category.

[0082] After a user successfully pays for any item, the cloud sends a delivery instruction to a micro-controller installed inside the retail cabinet. The micro-controller then controls the product recognition mechanism to confirm the product's status information. The product recognition mechanism can use dynamic vision and gravity sensing dual-mode recognition technology to obtain product status information such as its location.

[0083] S3022, After confirming the product status information of any category of goods, deliver the product of any category of goods to the shipping port.

[0084] After confirming the location and other status information of the goods, the microcontroller then controls the delivery mechanism to deliver the goods to the delivery port. The delivery mechanism then uses a lightweight robotic arm / pushing device to accurately deliver the goods to the pickup port.

[0085] S3023: After delivering any type of goods to the shipping outlet, notify the target passenger to pick up the goods.

[0086] After the goods are delivered to the shipping outlet, the system will prompt the user to pick them up via screen, lights, or voice.

[0087] The product delivery process has been optimized for vehicle movement environments, including shockproof and accidental-touch-proof delivery mechanisms, as well as product identification mechanisms using dual-mode recognition technology. This ensures accurate identification of product status even under vehicle vibration conditions, guaranteeing consistency between records and actual goods.

[0088] In some embodiments, it also includes:

[0089] S3031 acquires retail data, inventory status data, and equipment status data in real time.

[0090] All retail data, inventory status data, and equipment status data are transmitted encrypted to the cloud data lake via the vehicle-to-everything (V2X) network. Retail data and inventory status data refer to the sales volume and remaining quantity of any category of goods in the retail cabinets, respectively. Equipment status data refers to the status of the unmanned vehicles and their in-vehicle retail cabinets, including at least information such as whether the unmanned vehicles need charging, whether the retail cabinets need restocking, and other equipment malfunctions.

[0091] S3032 generates a replenishment plan based on retail data, inventory status data, target passenger travel information, and current time.

[0092] Based on the integrated lake warehouse architecture, the system analyzes data, such as analyzing retail preferences for different routes and time periods, and generates intelligent replenishment suggestions and precise marketing strategies.

[0093] S3033 provides status warnings for unmanned vehicles and their internal equipment based on equipment status data, and generates operation plans.

[0094] The system utilizes a cloud-based data lake for remote operation and maintenance, monitoring equipment status data and providing early warnings of potential faults. For example, when a vehicle's battery is low, it automatically plans a route to a charging station. The entire process, based on vehicle-to-everything (V2X) and cloud-based intelligent analytics (such as integrated lake and warehouse systems), forms a data-driven operational loop for inventory management and replenishment strategies. This not only completes individual transactions but also continuously optimizes product structure and improves operational efficiency through data mining, creating sustained business value and achieving data-driven precision operations.

[0095] The technical solution in this invention proposes to seamlessly integrate retail services into the travel process, providing a convenient "buy whenever you want" experience and enhancing the service value and attractiveness of autonomous vehicles. Simultaneously, it fully utilizes the idle space inside the vehicle to integrate modular retail cabinets, taking into full account the safety and stability under the vehicle's driving environment. Furthermore, it integrates and analyzes data through a cloud-lake warehouse integrated architecture, achieving precise inventory management and personalized marketing, while reducing operating costs. Moreover, it combines the perception, interaction, and networking capabilities of autonomous vehicles with intelligent retail technology, deeply integrating the automatic vending function into the system architecture of the autonomous vehicle.

[0096] Based on the same inventive concept, embodiments of the present invention also provide an unmanned vehicle retail delivery system. Figure 5 A structural block diagram of an unmanned vehicle retail delivery system provided in an embodiment of the present invention is shown below. Figure 5 As shown, the system specifically includes:

[0097] The first acquisition unit 100 is used to acquire the travel information of the target passenger in the unmanned vehicle and the product information in the retail cabinet;

[0098] The second acquisition unit 200 is used to acquire the login information of the target passenger when activating the retail service, and extract the target passenger's personalized product preference data from the login information; the login information refers to the passenger identity information and historical trip information acquired by the vehicle network terminal when the target passenger activates the retail service, and the historical trip information includes the target passenger's personalized product preference data.

[0099] The first recommendation unit 300 generates a personalized product recommendation list based on the target passenger's travel information and personalized product preference information, as well as the product information in the retail cabinet and the current time.

[0100] Based on the same inventive concept, embodiments of the present invention also provide an unmanned vehicle. Figure 6 This is a structural block diagram of an unmanned vehicle provided as an embodiment of the present invention. Figure 6 As shown, this embodiment of the invention provides an unmanned vehicle equipped with a computer device, which includes one or more processors 101, a memory 102, and one or more I / O interfaces 103. The memory 102 stores one or more programs, which, when executed by the one or more processors, enable the processors to implement any of the unmanned vehicle retail delivery methods described in the above embodiments. The one or more I / O interfaces 103 are connected between the processors and the memory, configured to enable information interaction between the processors and the memory.

[0101] The processor 101 is a device with data processing capabilities, including but not limited to a central processing unit (CPU); the memory 102 is a device with data storage capabilities, including but not limited to random access memory (RAM, more specifically SDRAM, DDR, etc.), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), and flash memory (FLASH); the I / O interface (read / write interface) 103 is connected between the processor 101 and the memory 102, and can realize information interaction between the processor 101 and the memory 102, including but not limited to a data bus (BUS).

[0102] In some embodiments, the processor 101, memory 102, and I / O interface 103 are interconnected via bus 104, and thus connected to other components of the computing device.

[0103] In some embodiments, the one or more processors 101 include a field-programmable gate array.

[0104] This invention also provides a computer-readable medium. The computer-readable medium stores a computer program, which, when executed by a processor, implements the steps of any of the unmanned vehicle retail delivery methods described in the above embodiments. The computer-readable storage medium can be volatile or non-volatile.

[0105] This invention also provides a computer program product, including computer-readable code, or a non-volatile computer-readable storage medium carrying computer-readable code. When the computer-readable code is run in the processor of an electronic device, the processor in the unmanned vehicle executes the above-described unmanned vehicle retail push method.

[0106] Those skilled in the art will understand that all or some of the steps, systems, and apparatuses disclosed above, and their functional modules / units, can be implemented as software, firmware, hardware, or suitable combinations thereof. In hardware implementations, the division between functional modules / units mentioned above does not necessarily correspond to the division of physical components; for example, a physical component may have multiple functions, or a function or step may be performed collaboratively by several physical components. Some or all physical components may be implemented as software executed by a processor, such as a central processing unit, digital signal processor, or microprocessor, or as hardware, or as an integrated circuit, such as an application-specific integrated circuit (ASIC). Such software can be distributed on a computer-readable storage medium, which may include computer storage media (or non-transitory media) and communication media (or transient media).

[0107] As is known to those skilled in the art, the term computer storage medium includes volatile and non-volatile, removable and non-removable media implemented in any method or technology for storing information, such as computer-readable program instructions, data structures, program modules, or other data. Computer storage media includes, but is not limited to, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM), static random access memory (SRAM), flash memory or other memory technologies, portable compact disc read-only memory (CD-ROM), digital versatile disc (DVD) or other optical disc storage, magnetic cartridges, magnetic tape, disk storage or other magnetic storage devices, or any other medium that can be used to store desired information and is accessible to a computer. Furthermore, it is known to those skilled in the art that communication media typically contain computer-readable program instructions, data structures, program modules, or other data in modulated data signals such as carrier waves or other transmission mechanisms, and may include any information delivery medium.

[0108] The computer-readable program instructions described herein can be downloaded from computer-readable storage media to various computing / processing devices, or downloaded via a network, such as the Internet, local area network, wide area network, and / or wireless network, to an external computer or external storage device. The network may include copper transmission cables, fiber optic transmission, wireless transmission, routers, firewalls, switches, gateway computers, and / or edge servers. A network adapter card or network interface in each computing / processing device receives the computer-readable program instructions from the network and forwards them to the computer-readable storage media in the respective computing / processing device.

[0109] The computer program instructions used to perform the operations of this invention may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine-dependent instructions, microcode, firmware instructions, state setting data, or source code or object code written in any combination of one or more programming languages, including object-oriented programming languages ​​such as Smalltalk, C++, etc., and conventional procedural programming languages ​​such as the "C" language or similar programming languages. The computer-readable program instructions may be executed entirely on the user's computer, partially on the user's computer, as a standalone software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer via any type of network—including a local area network (LAN) or a wide area network (WAN)—or may be connected to an external computer (e.g., via the Internet using an Internet service provider). In some embodiments, electronic circuitry, such as programmable logic circuitry, field-programmable gate arrays (FPGAs), or programmable logic arrays (PLAs), is personalized by utilizing state information from the computer-readable program instructions. This electronic circuitry can execute the computer-readable program instructions to implement various aspects of the invention.

[0110] The computer program product described herein can be implemented specifically through hardware, software, or a combination thereof. In one alternative embodiment, the computer program product is specifically embodied in a computer storage medium; in another alternative embodiment, the computer program product is specifically embodied in a software product, such as a software development kit (SDK), etc.

[0111] Various aspects of the present invention are described herein with reference to flowchart illustrations and / or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It should be understood that each block of the flowchart illustrations and / or block diagrams, and combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer-readable program instructions.

[0112] These computer-readable program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing apparatus to produce a machine such that, when executed by the processor of the computer or other programmable data processing apparatus, they create means for implementing the functions / actions specified in one or more blocks of the flowchart and / or block diagram. These computer-readable program instructions can also be stored in a computer-readable storage medium that causes a computer, programmable data processing apparatus, and / or other device to operate in a particular manner; thus, the computer-readable medium storing the instructions comprises an article of manufacture that includes instructions for implementing aspects of the functions / actions specified in one or more blocks of the flowchart and / or block diagram.

[0113] Computer-readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other device to cause a series of operational steps to be performed on the computer, other programmable data processing apparatus, or other device to produce a computer-implemented process, thereby causing the instructions executed on the computer, other programmable data processing apparatus, or other device to perform the functions / actions specified in one or more boxes of a flowchart and / or block diagram.

[0114] The flowcharts and block diagrams in the accompanying drawings illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the present invention. In this regard, each block in a flowchart or block diagram may represent a module, segment, or portion of an instruction, which contains one or more executable instructions for implementing a specified logical function. In some alternative implementations, the functions marked in the blocks may occur in a different order than those shown in the drawings. For example, two consecutive blocks may actually be executed substantially in parallel, and they may sometimes be executed in reverse order, depending on the functions involved. It should also be noted that each block in the block diagrams and / or flowcharts, and combinations of blocks in the block diagrams and / or flowcharts, may be implemented using a dedicated hardware-based system that performs the specified function or action, or using a combination of dedicated hardware and computer instructions.

[0115] Example embodiments have been disclosed herein, and while specific terminology has been used, it is for illustrative purposes only and should be construed as such, and is not intended to be limiting. In some instances, it will be apparent to those skilled in the art that features, characteristics, and / or elements described in conjunction with particular embodiments may be used alone, or in combination with features, characteristics, and / or elements described in conjunction with other embodiments, unless otherwise expressly indicated. Therefore, those skilled in the art will understand that various changes in form and detail may be made without departing from the scope of the invention as set forth in the appended claims.

Claims

1. A method for unmanned vehicle retail delivery, characterized in that, include: Obtain travel information of target passengers inside the driverless vehicle and product information from the retail cabinet; The system acquires the login information of the target passenger when activating the retail service, and extracts the target passenger's personalized product preference data from the login information. The login information refers to the passenger identity information and historical trip information obtained by the vehicle network terminal when the target passenger activates the retail service, and the historical trip information includes the target passenger's personalized product preference data. Based on the target passenger's travel information and personalized product preference information, as well as the product information in the retail cabinet and the current time, a personalized product recommendation list is generated.

2. The method according to claim 1, characterized in that, Also includes: After obtaining passenger identity information, the target passenger's travel information, passenger identity information, and vehicle information are bound together; After the trip ends, the bound information and the target passenger's order data during the trip will be written into the historical trip information.

3. The method according to claim 1, characterized in that, The ways to activate retail services include facial recognition login, APP client login, and vehicle-to-everything (V2X) terminal login.

4. The method according to claim 1, characterized in that, Also includes: After activating retail services, obtain the rights and interests information of the target passengers; Based on the target passengers' rights information, generate a discounted price for any category of goods after enjoying the relevant rights.

5. The method according to claim 1 or 4, characterized in that, Also includes: Target passengers browse and select products through voice interaction or touch screen clicks; After the target passenger selects any category of goods, the price or discounted price of that category of goods is confirmed; Seamless payment is made through the vehicle's wallet or credit account linked to the target passenger.

6. The method according to claim 5, characterized in that, Also includes: After the target passenger pays for any category of goods, confirm the status information of that category of goods; After confirming the product status information of any category of goods, deliver the product of any category to the shipping port; After the goods of any category are delivered to the shipping outlet, the target passenger will be notified to pick up the goods.

7. The method according to claim 1, characterized in that, Also includes: Real-time acquisition of retail data, inventory status data, and equipment status data; Based on retail data, inventory status data, target passenger travel information, and current time, a replenishment plan is generated; Based on equipment status data, the system provides status warnings for unmanned vehicles and their internal equipment, and generates operational plans.

8. An unmanned vehicle retail delivery system, characterized in that, The system is configured to implement the method according to any one of claims 1-7, the system comprising: The first acquisition unit is used to acquire the travel information of the target passengers in the unmanned vehicle and the product information in the retail cabinet; The second acquisition unit is used to acquire the login information of the target passenger when activating the retail service, and extract the target passenger's personalized product preference data from the login information; the login information refers to the passenger identity information and historical trip information acquired by the vehicle network terminal when the target passenger activates the retail service, and the historical trip information includes the target passenger's personalized product preference data; The first recommendation unit generates a personalized product recommendation list based on the target passenger's travel information and personalized product preference information, as well as the product information in the retail cabinet and the current time.

9. An unmanned vehicle, characterized in that, The unmanned vehicle is equipped with computer equipment, and the computer equipment includes: At least one processor, and a memory communicatively connected to said at least one processor; The memory stores a computer program that can be executed by the at least one processor to enable the at least one processor to perform the steps of the method according to any one of claims 1-7.

10. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores computer instructions that cause a processor to perform the steps of the method according to any one of claims 1-7.

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