CN110535923A - A kind of automatic driving vehicle management platform - Google Patents

A kind of automatic driving vehicle management platform Download PDF

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Publication number
CN110535923A
CN110535923A CN201910759834.3A CN201910759834A CN110535923A CN 110535923 A CN110535923 A CN 110535923A CN 201910759834 A CN201910759834 A CN 201910759834A CN 110535923 A CN110535923 A CN 110535923A
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CN
China
Prior art keywords
vehicle
module
management
information
management platform
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201910759834.3A
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Chinese (zh)
Inventor
倪凯
张荣道
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Suzhou Hekun Intelligent Technology Co Ltd
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Suzhou Hekun Intelligent Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Suzhou Hekun Intelligent Technology Co Ltd filed Critical Suzhou Hekun Intelligent Technology Co Ltd
Priority to CN201910759834.3A priority Critical patent/CN110535923A/en
Publication of CN110535923A publication Critical patent/CN110535923A/en
Pending legal-status Critical Current

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/08Network architectures or network communication protocols for network security for authentication of entities
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/10Network architectures or network communication protocols for network security for controlling access to devices or network resources
    • H04L63/105Multiple levels of security
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H04L67/125Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/021Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/40Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]

Abstract

The invention relates to a kind of automatic driving vehicles to manage platform, including vehicle termination, vehicle-mounted computer, vehicle management Platform center and user interactive system, vehicle termination includes vehicle and driver management system, and vehicle management Platform center includes access management system, data acquisition module, large data center and basic service system;Vehicle-mounted computer will acquire the target status information of vehicle and target driver management information is sent to vehicle management Platform center, vehicle-mounted computer and vehicle management Platform center establish correspondence, data acquisition module, which is used to obtain automatic Pilot by device communication module, tests relevant information, data analysis module is used to carry out modeling analysis to automatic Pilot test relevant information, extrapolates the level of enforcement of automatic Pilot test assignment;The present invention uses Che-road-people whole scene management mode, realizes the monitoring management mode of full chain, depends on big data analysis ability, maximized to promote automatic driving vehicle efficiency.

Description

A kind of automatic driving vehicle management platform
Technical field
The present invention relates to fields of communication technology, manage platform more particularly, to a kind of automatic driving vehicle.
Background technique
Traditional vehicle management platform is communicated based on wireless cellular network, by the number such as vehicle location, speed, body information It is uploaded to platform according to acquisition, the coupling of third party's map is then carried out at again and generates the data monitoring page, and back-stage management people is provided Member carries out real-time monitoring, and it is lower that such vehicle management mode has a single function efficiency, it is difficult to meet a wide range of road of automatic Pilot vehicle The regulatory requirements of survey.
Summary of the invention
For above-mentioned drawback existing in the prior art, it is flat that the object of the present invention is to provide a kind of automatic driving vehicle management Platform, it is intended to solve the problems, such as of the existing technology.
The object of the invention to solve the technical problems adopts the following technical solutions to realize.
A kind of automatic driving vehicle proposed according to the present invention manages platform, including vehicle termination, vehicle-mounted computer, vehicle pipe Platform center and user interactive system, the vehicle termination include vehicle and driver management system, and the vehicle management is flat Platform center includes access management system, data acquisition module, large data center and basic service system;The vehicle-mounted computer is used for The target driver management information in the target status information and the driver management system of the vehicle is obtained in real time, and will The target status information and the target driver management information for getting the vehicle are sent in the vehicle management platform The heart;The access management system includes equipment AM access module, device authentication module and device communication module, and the equipment accesses mould Block is used to establish being bi-directionally connected for the vehicle-mounted computer and the vehicle management Platform center, and the device authentication module is for testing Demonstrate,prove whether the vehicle-mounted computer possesses the right for accessing the vehicle management Platform center, the device communication module is for working as institute It states after vehicle-mounted computer authentication passes through, the vehicle-mounted computer and the vehicle management Platform center establish correspondence;It is described Data acquisition module is used to obtain automatic Pilot test relevant information by the device communication module, and by the automatic Pilot Test relevant information is sent to the large data center;Wherein, the automatic Pilot test relevant information includes the vehicle Target status information, the running state information of the vehicle termination, the task route distributed intelligence of the vehicle, the vehicle Route operation area, the vehicle mileage travelled information and the target driver management information;The large data center is used Relevant information is tested in receiving and analyzing the automatic Pilot;The basic service system includes data analysis module, the number It is used to carry out modeling analysis to automatic Pilot test relevant information according to analysis module, extrapolates automatic Pilot test assignment Level of enforcement;The user interactive system includes web terminal and the end mobile phone app, for obtaining the related letter of the automatic Pilot test Breath.
In one embodiment of this invention, the vehicle management Platform center further includes access gateway, the access gateway For providing access service to the web terminal and the end the mobile phone app.
In one embodiment of this invention, the basic service system further includes remote location module, the long range positioning Module monitors the location distribution information of the vehicle in real time.
In one embodiment of this invention, the equipment AM access module is also used to judge the vehicle-mounted computer First Contact Connections When the vehicle management Platform center, Xiang Suoshu vehicle management Platform center sends log-in instruction, and the log-in instruction includes vehicle Unique information and vehicle identification number;The vehicle management Platform center verifies the vehicle uniqueness being previously stored Whether information and the vehicle identification number match, if it does not match, disconnecting current connection.
In one embodiment of this invention, the vehicle management Platform center further includes remote control module, remote reflash Module and remote diagnostic module, the remote control module, the remote reflash module and the remote diagnostic module respectively with The device communication module connection, wherein the remote control module real time down control instruction controls adapter tube vehicle;It is described Remote reflash module carries out remote reflash to the vehicle termination by over the air, specifies the product of the peculiar vehicle of upgrading System;The remote diagnostic module remotely controls the vehicle termination and carries out self-test to vehicle electric element network, if vehicle network is different Often, then read failure code is uploaded to the vehicle management Platform center.
In one embodiment of this invention, further include account service system, the account service system include account module, User terminal, entitlement management module and role management module;The account module is for providing the unique account of backstage manager And password, the backstage manager carry out the web terminal and the end the mobile phone app using unique account and password It logs in, to check the automatic Pilot test relevant information;The entitlement management module is for passing through app to platform management personnel Or wechat small routine is authorized, and user terminal and the vehicle management Platform center is made to carry out data interaction;The Role Management Module is used to carry out user terminal administration of multiple roles, corresponding different access authority.
In one embodiment of this invention, the basic service system further includes fence module, the fence Module is used for the task route according to different times, different vehicle, and specific fence range is arranged, if the vehicle exceeds the spy Determine fence range, then remind the platform management personnel, starts human intervention mode.
In one embodiment of this invention, the basic service system further includes abnormity prompt module, if the vehicle pipe Platform center judges that the vehicle and the driver management system are operating abnormally, then automatic trigger notification mechanisms, described different Normal reminding module reminds the platform management personnel with mail or form of message.
In one embodiment of this invention, the driver management system carries out recognition of face, mood to driver in real time Analysis, the safety management task for paying attention to force tracking, and the safety management task is uploaded to the vehicle by network in real time Management platform center is compared with the safety prompt function threshold values of the vehicle management Platform center data lab setting, if not setting Driver or driver's abnormal feeling, then start urgent early warning, intervenes the behavior of driver.
In one embodiment of this invention, the basic service system further includes personal management module, the personal management Module obtains and manages the safety management task of driver.
By above technical scheme, the beneficial effects obtained by the present invention are as follows being: the vehicle management Platform center provides number According to interface, big data acquisition, such as the task route point of vehicle-state, system running state, vehicle are carried out by terminal device The automatic Pilots such as cloth, mileage travelled, adapter tube rate test relevant data, carry out modeling point to the data of automatic driving vehicle acquisition Analysis, extrapolates the level of enforcement of test assignment, the effect promoting degree of product iteration and the scene analysis of automatic Pilot, phase Than realizing the monitoring management mode of full chain using Che-road-people whole scene management mode in traditional vehicle management platform, Dependent on big data analysis ability, precision personalization evaluates the superiority and inferiority point of product and task execution, maximized to be promoted certainly It is dynamic to drive vehicle efficiency.
Detailed description of the invention
Fig. 1 is the structural schematic diagram that automatic driving vehicle provided by the invention manages platform;
Fig. 2 is the functional block diagram that automatic driving vehicle provided by the invention manages platform.
Specific embodiment
It is of the invention to reach the technical means and efficacy that predetermined goal of the invention is taken further to illustrate, below in conjunction with Attached drawing and preferred embodiment, to a kind of automatic driving vehicle management its specific embodiment of platform proposed according to the present invention, knot Structure, feature and its effect, detailed description is as follows.Obviously, described embodiment is a part of the embodiments of the present invention, rather than Whole embodiments.Based on the embodiment of the present invention, those of ordinary skill in the art are without creative efforts Every other embodiment obtained, belongs to protection scope of the present invention.
In order to illustrate technical solutions according to the invention, the following is a description of specific embodiments.
As depicted in figs. 1 and 2, a kind of automatic driving vehicle manages platform, comprising: vehicle termination 10, vehicle-mounted computer 20, vehicle Management platform center 30 and user interactive system 40, the vehicle termination 10 include vehicle 11 and driver management system 12, The vehicle management Platform center 30 includes access management system 31, data acquisition module 32, large data center 33 and basis clothes Business system 34;The vehicle-mounted computer 20 be used for obtain in real time the vehicle 11 target status information and the driver management system Target driver management information in system 12, and will acquire the target status information and the target driver of the vehicle 11 Management information 12 is sent to the vehicle management Platform center 30;The access management system 31 include equipment AM access module 311, Device authentication module 312 and device communication module 313, the equipment AM access module 311 is for establishing 20 He of vehicle-mounted computer The vehicle management Platform center 30 is bi-directionally connected, and the device authentication module 312 is for verifying the vehicle-mounted computer 20 No to possess the right for accessing the vehicle management Platform center 30, the device communication module 313 is used to work as the vehicle-mounted computer After 20 authentications pass through, the vehicle-mounted computer 20 establishes correspondence with the vehicle management Platform center 30;The data Acquisition module 32, which is used to obtain automatic Pilot by the device communication module 313, tests relevant information, and drives described automatically It sails test relevant information and is sent to the large data center 33;Wherein, the automatic Pilot test relevant information includes the vehicle 11 target status information, the running state information of the vehicle termination 10, the vehicle 11 the distributed intelligence of task route, The route operation area of the vehicle 11, the mileage travelled information of the vehicle 11 and the target driver management information 12; The large data center 33 is for receiving and analyzing the automatic Pilot test relevant information;The basic service system 34 includes Data analysis module, the data analysis module are used to carry out modeling analysis to automatic Pilot test relevant information, calculate The level of enforcement of automatic Pilot test assignment out;The user interactive system 40 includes web terminal 41 and the end mobile phone app 42, is used for Obtain the automatic Pilot test relevant information.
In one embodiment of this invention, vehicle 11 and driver management system 12 are used as information output to vehicle-mounted computer (ECU) 20, that is, vehicle-mounted computer 20 send output vehicle 11 real time status information and driver management information, finally by ECU is interacted with vehicle management Platform center.
In one embodiment of this invention, ECU and the premise of vehicle management Platform center message data uplink and downlink are, it is necessary to Pass through the certification of device authentication module 312, wherein carry out device authentication by the way of two-way authentication, two-way authentication be ECU with The two-way authentication of vehicle management Platform center, ECU is using in vehicle management Platform center CertPubKey verifying vehicle management platform The identity of the heart, vehicle management Platform center is according to ECU public key verifications ECU identity;In addition, device authentication module 312 supports configuration Authentication service, for realizing the authentication to ECU.
In one embodiment of this invention, the vehicle management Platform center further includes access gateway 35, the access net 35 are closed for providing access service to the web terminal 41 and the end the mobile phone app 42;Specifically, being provided using https agreement Unified link layer security prevents third party's hacker attack, service truck networked information safety to data message encryption;With login account Number+mode of login password, unified login authentication service is provided, preventing third party attack, person copys login account, to platform The request for carrying out high concurrent causes plateau pressure;Using dynamic token, unified access authentication service is provided, prevents camouflage User carries out platform access;Interface requests registering capacity is arranged in gateway, and access and service condition to service carry out unified record, Facilitate platform operation.
In one embodiment of this invention, the basic service system 34 further includes remote location module, described long-range fixed Position module monitors the location distribution information of the vehicle 11 in real time.
In one embodiment of this invention, the equipment AM access module 311 is also used to judge the vehicle-mounted computer 20 first When the secondary connection vehicle management Platform center 30, Xiang Suoshu vehicle management Platform center 30 sends log-in instruction, the login Instruction includes vehicle uniqueness information and vehicle identification number;The vehicle management Platform center 30 verifies the institute being previously stored It states vehicle uniqueness information and whether the vehicle identification number matches, if it does not match, disconnecting current connection.
It in one embodiment of this invention, further include account service system 36, the account service system 36 includes account Module, user terminal, entitlement management module and role management module;The account module is unique for providing backstage manager Account and password, the backstage manager carry out the web terminal 41 and the mobile phone using unique account and password The login at the end app 42, to check the automatic Pilot test relevant information;The entitlement management module is used for platform management people Member is authorized by app or wechat small routine, and user terminal and the vehicle management Platform center 30 is made to carry out data interaction;Institute Role management module is stated for carrying out administration of multiple roles, corresponding different access authority to user terminal.
Specifically, polygonal color may include super keepe, test administrator etc.;Super keepe is set as highest permission, It is functional that platform institute can be used, and other role-securities can be set;Test administrator is responsible for test assignment specially, can check Whether the operating status of all vehicles is correct on platform, and whether test zone closes rule, and whether personal management meets the requirements.
In one embodiment of this invention, the basic service system 34 further includes fence module, and the electronics encloses Column module is used for the task route according to different times, different vehicle, and specific fence range is arranged, if the vehicle is beyond described Specific fence range then reminds the platform administrator, starts human intervention mode.
In one embodiment of this invention, the driver management system 12 carries out recognition of face, feelings to driver in real time Thread analysis, the safety management task for paying attention to force tracking, and the safety management task is uploaded to the vehicle by network in real time Management platform center 30, compares with the safety prompt function threshold values of vehicle management Platform center data lab setting, if not setting Driver or driver's abnormal feeling, then start urgent early warning, intervenes the behavior of driver.
In one embodiment of this invention, the basic service system 34 further includes personal management module, personnel's pipe Reason module obtains and manages the safety management task of driver.
In one embodiment of this invention, the vehicle management Platform center 30 further include remote control module 37, it is long-range Refresh module 38 and remote diagnostic module 39, the remote control module 37, the remote reflash module 38 and described are remotely examined Disconnected module 39 is connect with the device communication module 313 respectively, wherein 37 real time down of the remote control module control refers to It enables, controls adapter tube vehicle;The remote reflash module 38 remotely brushes the vehicle termination 10 by over the air Newly, the product systems of the peculiar vehicle of upgrading are specified;The remote diagnostic module 39 remotely controls the vehicle termination 10 to vehicle Appliance network carries out self-test, if vehicle network is abnormal, read failure code is uploaded to the vehicle management Platform center 30.
OTA (Over-the-Air Technology) over the air is by mobile communication (GSM or CDMA) Air interface to SIM card data and the technology that is remotely managed of application.
In one embodiment of this invention, the basic service system 34 further includes abnormity prompt module, if the vehicle Management platform center 30 judges that the vehicle 11 and the driver management system 12 are operating abnormally, then automatic trigger reminds machine System, the abnormity prompt module remind the platform management personnel with mail or form of message.
The present invention is that a kind of automatic driving vehicle manages platform, and the vehicle management Platform center provides data-interface, leads to It crosses terminal device and carries out big data acquisition, for example the task route of vehicle-state, system running state, vehicle is distributed, in traveling The automatic Pilots such as journey, adapter tube rate test relevant data, carry out modeling analysis to the data of automatic driving vehicle acquisition, extrapolate The level of enforcement of test assignment, the effect promoting degree of product iteration and the scene analysis of automatic Pilot, compared to traditional Vehicle management platform realizes the monitoring management mode of full chain using Che-road-people whole scene management mode, dependent on big number According to analysis ability, precision personalization evaluates the superiority and inferiority point of product and task execution, maximumlly promotes automatic driving vehicle Efficiency.
The above described is only a preferred embodiment of the present invention, be not intended to limit the present invention in any form, though So the present invention has been disclosed as a preferred embodiment, and however, it is not intended to limit the invention, any technology people for being familiar with this profession Member, without departing from the scope of the present invention, when the technology contents using the disclosure above make a little change or modification For the equivalent embodiment of equivalent variations, but anything that does not depart from the technical scheme of the invention content, according to the technical essence of the invention Any simple modification, equivalent change and modification to the above embodiments, all of which are still within the scope of the technical scheme of the invention.

Claims (10)

1. a kind of automatic driving vehicle manages platform, it is characterised in that: including vehicle termination, vehicle-mounted computer, vehicle management platform Center and user interactive system, the vehicle termination include vehicle and driver management system, the vehicle management Platform center Including access management system, data acquisition module, large data center and basic service system;
The vehicle-mounted computer is used to obtain the mesh in the target status information and the driver management system of the vehicle in real time Driver management information is marked, and will acquire the target status information and target driver management information transmission of the vehicle To the vehicle management Platform center;
The access management system includes equipment AM access module, device authentication module and device communication module, the equipment access Module is used to establish being bi-directionally connected for the vehicle-mounted computer and the vehicle management Platform center, and the device authentication module is used for Verify whether the vehicle-mounted computer possesses the right for accessing the vehicle management Platform center, the device communication module is for working as After the vehicle-mounted computer authentication passes through, the vehicle-mounted computer and the vehicle management Platform center establish correspondence;
The data acquisition module is used to obtain automatic Pilot by the device communication module and tests relevant information, and will be described Automatic Pilot test relevant information is sent to the large data center;Wherein, the automatic Pilot test relevant information includes institute State the target status information of vehicle, the running state information of the vehicle termination, the task route distributed intelligence of the vehicle, institute State the route operation area of vehicle, the mileage travelled information of the vehicle and the target driver management information;
The large data center is for receiving and analyzing the automatic Pilot test relevant information;
The basic service system includes data analysis module, and the data analysis module is used to test phase to the automatic Pilot It closes information and carries out modeling analysis, extrapolate the level of enforcement of automatic Pilot test assignment;
The user interactive system includes web terminal and the end mobile phone app, for obtaining the automatic Pilot test relevant information.
2. a kind of automatic driving vehicle according to claim 1 manages platform, which is characterized in that the vehicle management platform Center further includes access gateway, and the access gateway is used to provide access service to the web terminal and the end the mobile phone app.
3. a kind of automatic driving vehicle according to claim 1 manages platform, which is characterized in that the basic service system It further include remote location module, the remote location module monitors the location distribution information of the vehicle in real time.
4. a kind of automatic driving vehicle according to claim 1 manages platform, which is characterized in that the equipment AM access module When being also used to judge vehicle management Platform center described in the vehicle-mounted computer First Contact Connections, Xiang Suoshu vehicle management Platform center Log-in instruction is sent, the log-in instruction includes vehicle uniqueness information and vehicle identification number;In the vehicle management platform Whether the vehicle uniqueness information and the vehicle identification number that heart verifying has been previously stored match, if it does not match, Disconnect current connection.
5. a kind of automatic driving vehicle according to claim 1 manages platform, which is characterized in that the vehicle management platform Center further includes remote control module, remote reflash module and remote diagnostic module, the remote control module, the long-range brush New module and the remote diagnostic module are connect with the device communication module respectively, wherein the remote control module is real-time Control instruction is issued, adapter tube vehicle is controlled;The remote reflash module carries out the vehicle termination by over the air Remote reflash specifies the product systems of the peculiar vehicle of upgrading;The remote diagnostic module remotely controls the vehicle termination to vehicle Appliance network carries out self-test, if vehicle network is abnormal, read failure code is uploaded to the vehicle management Platform center.
6. a kind of automatic driving vehicle according to claim 1 manages platform, which is characterized in that further include account service system System, the account service system includes account module, user terminal, entitlement management module and role management module;
The account module is for providing the unique account of backstage manager and password, described in the backstage manager utilizes Unique account and password carry out the login of the web terminal and the end the mobile phone app, to check that the automatic Pilot test is related Information;The entitlement management module for being authorized to platform management personnel by app or wechat small routine, make user terminal and The vehicle management Platform center carries out data interaction;The role management module is used to carry out administration of multiple roles to user terminal, Corresponding different access authority.
7. a kind of automatic driving vehicle according to claim 6 manages platform, which is characterized in that the basic service system It further include fence module, the fence module is used for the task route according to different times, different vehicle, and setting is special Determine fence range, if the vehicle exceeds the specific fence range, reminds the platform management personnel, start human intervention Mode.
8. a kind of automatic driving vehicle according to claim 6 manages platform, which is characterized in that the basic service system It further include abnormity prompt module, if the vehicle management Platform center judges the vehicle and driver management system operation Abnormal, then automatic trigger notification mechanisms, the abnormity prompt module remind the platform management personnel with mail or form of message.
9. a kind of automatic driving vehicle according to claim 1 manages platform, which is characterized in that the driver management system System carries out recognition of face, mood analysis, the safety management task for paying attention to force tracking to driver in real time, and by the safety management Task is uploaded to the vehicle management Platform center by network in real time, with the vehicle management Platform center data lab setting Safety prompt function threshold values compares, if not setting driver or driver's abnormal feeling, then start urgent early warning, intervenes and drives The behavior of member.
10. a kind of automatic driving vehicle according to claim 9 manages platform, which is characterized in that the infrastructure service system System further includes personal management module, and the personal management module obtains and manages the safety management task of driver.
CN201910759834.3A 2019-08-16 2019-08-16 A kind of automatic driving vehicle management platform Pending CN110535923A (en)

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CN113285998A (en) * 2021-05-20 2021-08-20 江西北斗应用科技有限公司 Driver management terminal and unmanned aerial vehicle supervisory systems
CN113720347A (en) * 2021-08-30 2021-11-30 广州小鹏汽车科技有限公司 Vehicle control method, vehicle control device, server, and storage medium
CN114384913A (en) * 2022-01-13 2022-04-22 天津港第二集装箱码头有限公司 Remote driving control system and method for intelligent container terminal horizontal transport equipment
CN114863581A (en) * 2022-04-01 2022-08-05 深圳市超越智能电子有限公司 Intelligent acousto-optic terminal system for new energy vehicle
CN114863581B (en) * 2022-04-01 2023-12-22 金联兴电子(深圳)有限公司 Intelligent acousto-optic terminal system for new energy vehicle
CN115297138A (en) * 2022-07-07 2022-11-04 上海德启信息科技有限公司 Vehicle management method and system
CN115410374A (en) * 2022-11-01 2022-11-29 中国第一汽车股份有限公司 Remote control automatic driving vehicle management system and management method

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Application publication date: 20191203