CN111086519A - Intelligent vehicle safe driving method and system - Google Patents

Intelligent vehicle safe driving method and system Download PDF

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CN111086519A
CN111086519A CN201911207450.7A CN201911207450A CN111086519A CN 111086519 A CN111086519 A CN 111086519A CN 201911207450 A CN201911207450 A CN 201911207450A CN 111086519 A CN111086519 A CN 111086519A
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driver
vehicle
information
driving
face
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苏彦明
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/08Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K28/00Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions
    • B60K28/02Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions responsive to conditions relating to the driver
    • B60K28/06Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions responsive to conditions relating to the driver responsive to incapacity of driver
    • B60K28/063Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions responsive to conditions relating to the driver responsive to incapacity of driver preventing starting of vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/0098Details of control systems ensuring comfort, safety or stability not otherwise provided for
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841Registering performance data
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125Traffic data processing
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/08Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
    • B60W2040/0809Driver authorisation; Driver identity check
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/08Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
    • B60W2040/0818Inactivity or incapacity of driver
    • B60W2040/0836Inactivity or incapacity of driver due to alcohol
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2540/00Input parameters relating to occupants
    • B60W2540/24Drug level, e.g. alcohol

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Chemical & Material Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Combustion & Propulsion (AREA)
  • Analytical Chemistry (AREA)
  • Human Computer Interaction (AREA)
  • Traffic Control Systems (AREA)

Abstract

The embodiment of the invention discloses an intelligent vehicle safe driving method and a system, wherein a driver is subjected to face recognition and alcohol detection before the vehicle is started, driving information in the driving process is recorded, the driving on the road is limited by using the information of a compliance driver and the alcohol detection content of the driver, so that the conditions of no evidence, drunk driving, multi-person driving (1-3 persons), vehicle lending and violation deputy and number overrun can be effectively prevented, the occurrence of vehicle robbery and driver change, bag jacking and fraud protection accidents after the traffic accidents are prevented, the workload of traffic police for traffic accidents is reduced, the road inspection frequency of the traffic polices on the road is reduced, the road smoothness rate is improved, and the exploration personnel of an accident site insurance company can accurately and qualitatively protect, fraud and normal insurance claim according to the information of the driver and the driving track information, thereby effectively recovering the national economic loss, and economic crimes are restrained.

Description

Intelligent vehicle safe driving method and system
Technical Field
The embodiment of the invention relates to the technical field of safe driving, in particular to a safe driving method and system for an intelligent vehicle.
Background
With the rapid development and economic flight of the society in recent years, the travel modes of people also change greatly, especially the rapid growth of family automobiles, and the safety of automobile travel becomes a great problem of social safety precaution. According to the national traffic accident investigation and statistics results, the main reasons causing major traffic accidents are drunk driving and driving without a license. Drunk driving and driving without license are road killers with the greatest threat, life threat and property loss are brought to each citizen, and immeasurable economic loss is caused by the broken branches of a plurality of families and the damage of public facilities. In order to ensure safe driving, the traffic management department needs to pay huge workload to check drunk driving and driving without a license every year, and high-frequency vehicle checking can reduce road smoothness and aggravate road congestion. In addition, vehicle robbery, driver change, bag jacking and security cheating and security accidents after traffic accidents also occur frequently, and the vehicle running and management safety cannot be effectively guaranteed.
Disclosure of Invention
Therefore, the embodiment of the invention provides an intelligent vehicle safe driving method and system, which are used for solving the problem of driving safety in the conventional vehicle driving process.
In order to achieve the above object, the embodiments of the present invention provide the following technical solutions:
according to a first aspect of an embodiment of the present invention, a method for driving an intelligent vehicle safely is provided, the method including:
before the vehicle is started, acquiring the face information of a driver and comparing the face information with the pre-stored specified driver information to finish face recognition;
detecting the alcohol content of the breath exhaled by the driver and comparing the alcohol content with a preset threshold value to finish alcohol detection;
if the face recognition and the alcohol detection are both passed, controlling to allow the vehicle to start, and if the face recognition or the alcohol detection is not passed, controlling to forbid the vehicle from starting;
and in the vehicle running process, acquiring and processing the face information of the driver and the vehicle running information according to a preset time interval.
Further, before the face information of the driver is collected and compared with the pre-stored specified driver information to complete face recognition, the method further comprises the following steps:
and inputting and storing the specified driver information of the vehicle verified by the traffic management department.
Further, in the vehicle driving process, the face information of the driver and the vehicle driving information are collected and processed according to a preset time interval, and the method specifically comprises the following steps:
and acquiring pre-stored driver information according to the acquired face information of the driver, and uniformly storing and managing the vehicle running information and the corresponding driver information.
Further, the driver information includes a driver name, a driver license file number, a driver's picture, which specify that driving of the vehicle is permitted.
Further, the vehicle driving information includes driving time, parking time, and driving road track information.
Further, the method further comprises:
and if the driver does not pass the face recognition due to the abnormal damage of the face, acquiring the driver certificate file number manually input by the driver to finish authentication, and carrying out the next alcohol detection.
Further, the method further comprises:
the vehicle is started by outputting a control signal to a power supply trigger to switch on an ignition power supply.
According to a second aspect of the embodiments of the present invention, there is provided an intelligent vehicle safe driving system for performing the method steps as set forth in any one of the above intelligent vehicle safe driving methods, the system comprising:
the camera is arranged in a vehicle instrument panel and used for collecting the face information of a driver before a vehicle is started and collecting the face information of the driver according to a preset time interval in the driving process of the vehicle;
the alcohol detector is mounted on a steering wheel of the vehicle and used for detecting the alcohol content of breath exhaled by a driver;
the processing equipment is used for comparing the collected face information of the driver with the pre-stored specified driver information before the vehicle is started to finish face recognition;
comparing the detected alcohol content of the breath exhaled by the driver with a preset threshold value to finish alcohol detection;
if the face recognition and the alcohol detection are both passed, controlling to allow the vehicle to start, and if the face recognition or the alcohol detection is not passed, controlling to forbid the vehicle from starting;
and in the vehicle running process, acquiring and processing the face information of the driver and the vehicle running information which are acquired according to a preset time interval.
Further, the processing device further comprises:
and the data port is used for inputting or outputting data by connecting an external handheld data display instrument.
Further, the processing device is further configured to:
and inputting and storing the specified driver information of the vehicle verified by the traffic management department.
The embodiment of the invention has the following advantages:
the embodiment of the invention provides an intelligent vehicle safe driving method and system, which can perform face recognition and alcohol detection on a driver before the vehicle is started, record driving information in the driving process, limit the driving on the road by using the information of a compliance driver and the alcohol detection content of the driver, effectively prevent the number of people without evidence, driving after drinking, driving by multiple people (1-3 people), lending the vehicle and breaking rules and regulations from exceeding limits, prevent the occurrence of vehicle robbery and driver change, bag jacking and fraud protection accidents after the traffic accidents, reduce the workload of traffic police on the nature of the traffic accidents, reduce the frequency of road inspection on the traffic polices, improve the road smoothness rate, ensure the accurate qualitative fraud protection, the normal insurance claim by an insurance company investigation personnel on the accident site according to the information of the driver and the driving track information, and effectively recover the national economic loss, and economic crimes are restrained.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. It should be apparent that the drawings in the following description are merely exemplary, and that other embodiments can be derived from the drawings provided by those of ordinary skill in the art without inventive effort.
Fig. 1 is a schematic flow chart of a method for safely driving an intelligent vehicle according to embodiment 1 of the present invention;
fig. 2 is a schematic structural diagram of an intelligent vehicle safe driving system provided in embodiment 2 of the present invention;
fig. 3 is a control schematic diagram of an intelligent vehicle safe driving system according to embodiment 2 of the present invention.
Detailed Description
The present invention is described in terms of particular embodiments, other advantages and features of the invention will become apparent to those skilled in the art from the following disclosure, and it is to be understood that the described embodiments are merely exemplary of the invention and that it is not intended to limit the invention to the particular embodiments disclosed. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The embodiment 1 of the invention provides an intelligent vehicle safe driving method, which comprises the following steps of:
and step 110, before the vehicle is started, acquiring the face information of the driver, and comparing the face information with the pre-stored specified driver information to finish face recognition.
Specifically, before step 110, the method further includes: and inputting and storing the specified driver information of the vehicle verified by the traffic management department. The driver information includes information specifying the name of the driver who is permitted to drive the vehicle, the driver's license file number, the driver's photograph, and the like.
The driver information of the allowable driving vehicle of the standard which the vehicle management corresponds to is authenticated, the number of the drivers which conform to the standard is generally 1-3, the authenticated information can be locally recorded and stored in the vehicle, and then the owner of the vehicle can apply for changing the vehicle management if the driver information needs to be changed.
Further, the method further comprises: and if the driver does not pass the face recognition due to the abnormal damage of the face, acquiring the driver certificate file number manually input by the driver to finish authentication, and carrying out the next alcohol detection. If the face of the driver is injured, the face identification cannot be completed due to face abnormality, the driver certificate file number can be manually input to complete authentication, and the step of alcohol detection is directly carried out.
And step 120, detecting the alcohol content of the breath exhaled by the driver and comparing the alcohol content with a preset threshold value to finish alcohol detection. If the alcohol content is detected to exceed 5mg/100ml, the alcohol content is judged to be over-standard, and the alcohol detection is not passed.
And step 130, if the face recognition and the alcohol detection are both passed, controlling to allow the vehicle to start, and if the face recognition or the alcohol detection is not passed, controlling to prohibit the vehicle from starting.
Specifically, after the face recognition and the alcohol detection are both passed, the ignition power supply is switched on to start the vehicle by outputting a control signal to the power supply trigger.
And 140, acquiring and processing the face information of the driver and the vehicle running information according to a preset time interval in the vehicle running process.
Step 140 specifically includes: and acquiring pre-stored driver information according to the acquired face information of the driver, and uniformly storing and managing the vehicle driving information and the corresponding driver information. The vehicle driving information includes driving time, parking time, and driving road track information.
After face recognition and alcohol detection are carried out on a driver, the vehicle is started to drive, in the driving stage, face information of the driver is collected according to continuous scanning of a certain time interval, driver information such as a driver name, a driver certificate file number and a driver picture which are stored locally is inquired according to the obtained face information, track information of a driving road can be obtained through a GPS device, and road information such as a highway, a national road, a provincial road, a county road, a rural road and a code which are driven is monitored and obtained. The driving information of the vehicle and the corresponding driver in different time periods are stored together, and as shown in the following table, the driving information of the vehicle can be conveniently and rapidly inquired.
Information recording table for indicating vehicle running time track
Figure BDA0002297219820000051
Figure BDA0002297219820000061
The embodiment of the invention provides an intelligent vehicle safe driving method, which carries out face recognition and alcohol detection on a driver before the vehicle is started, recording the driving information of the driving process, limiting the driving of the vehicle on the road by using the information of the compliant driver and the alcohol detection content of the driver, the system can effectively prevent the number of people without evidence, drunk driving, multi-person driving (1-3 persons), vehicle lending and illegal distribution from exceeding the limit, prevent the occurrence of accidents of vehicle robbery and driver change, package jacking and fraud protection and protection after traffic accidents, reduce the qualitative workload of traffic police to traffic accidents, reduce the frequency of vehicle inspection on traffic polices, improve the road smoothness rate, and ensure that the exploration personnel of the insurance company in the accident scene can accurately perform fraud protection, fraud protection and normal insurance payment according to the information of the driver and the information of the driving track, thereby effectively recovering the national economic loss and restraining economic crimes.
In correspondence with the above-mentioned embodiment, embodiment 2 of the present invention provides an intelligent vehicle safe driving system, which is configured to execute any one of the method steps of the intelligent vehicle safe driving method according to embodiment 1, and specifically as shown in fig. 2, the system includes:
the camera 210 is installed in a vehicle instrument panel and used for collecting face information of a driver before a vehicle is started and collecting the face information of the driver according to a preset time interval in the vehicle driving process. Prevent people from changing people in the midway without flameout.
And the alcohol detector 220 is arranged on a steering wheel of the vehicle and used for detecting the alcohol content of the breath exhaled by the driver.
The processing device 230 is used for comparing the collected face information of the driver with the pre-stored specified driver information before the vehicle is started to finish face recognition;
comparing the detected alcohol content of the breath exhaled by the driver with a preset threshold value to finish alcohol detection;
if the face recognition and the alcohol detection are both passed, controlling to allow the vehicle to start, and if the face recognition or the alcohol detection is not passed, controlling to forbid the vehicle from starting;
and in the vehicle running process, acquiring and processing the face information of the driver and the vehicle running information which are acquired according to a preset time interval.
Further, the processing device 230 further includes: and a data port 231 for inputting or outputting data by connecting an external handheld data display. Can be used to prevent when display device trouble damages, utilize handheld data display appearance to connect the data port, the vehicle management of being convenient for carries out data input or output, and information change management and control and traffic police are to the accident affirmation, and the insurance company can be qualitative to accident investigation authentication through the output of driving information data.
Further, the processing device 230 is further configured to: and inputting and storing the specified driver information of the vehicle verified by the traffic management department.
A detailed control principle of each module in the intelligent vehicle safe driving system according to embodiment 2 of the present invention is shown in fig. 3.
The functions executed by each component in the intelligent vehicle safe driving system provided by embodiment 2 of the present invention have been described in detail in embodiment 1, and therefore, redundant description is not repeated here.
The intelligent vehicle safe driving system provided by the embodiment of the invention carries out face recognition and alcohol detection on a driver before the vehicle is started, recording the driving information of the driving process, limiting the driving of the vehicle on the road by using the information of the compliant driver and the alcohol detection content of the driver, the system can effectively prevent the number of people without evidence, drunk driving, multi-person driving (1-3 persons), vehicle lending and illegal distribution from exceeding the limit, prevent the occurrence of accidents of vehicle robbery and driver change, package jacking and fraud protection and protection after traffic accidents, reduce the qualitative workload of traffic police to traffic accidents, reduce the frequency of vehicle inspection on traffic polices, improve the road smoothness rate, and ensure that the exploration personnel of the insurance company in the accident scene can accurately perform fraud protection, fraud protection and normal insurance payment according to the information of the driver and the information of the driving track, thereby effectively recovering the national economic loss and restraining economic crimes.
Although the invention has been described in detail above with reference to a general description and specific examples, it will be apparent to one skilled in the art that modifications or improvements may be made thereto based on the invention. Accordingly, such modifications and improvements are intended to be within the scope of the invention as claimed.

Claims (10)

1. A safe driving method of an intelligent vehicle is characterized by comprising the following steps:
before the vehicle is started, acquiring the face information of a driver and comparing the face information with the pre-stored specified driver information to finish face recognition;
detecting the alcohol content of the breath exhaled by the driver and comparing the alcohol content with a preset threshold value to finish alcohol detection;
if the face recognition and the alcohol detection are both passed, controlling to allow the vehicle to start, and if the face recognition or the alcohol detection is not passed, controlling to forbid the vehicle from starting;
and in the vehicle running process, acquiring and processing the face information of the driver and the vehicle running information according to a preset time interval.
2. The intelligent vehicle safe driving method according to claim 1, wherein before the face information of the driver is collected and compared with the pre-stored specified driver information to complete face recognition, the method further comprises:
and inputting and storing the specified driver information of the vehicle verified by the traffic management department.
3. The intelligent vehicle safety driving method according to claim 1, wherein in a vehicle driving process, the face information of a driver and the vehicle driving information are collected and processed according to a preset time interval, and the method specifically comprises the following steps:
and acquiring pre-stored driver information according to the acquired face information of the driver, and uniformly storing and managing the vehicle running information and the corresponding driver information.
4. The intelligent vehicle safe driving method according to claim 2 or 3, wherein the driver information includes a driver name, a driver license file number, a driver picture specifying that the vehicle is allowed to be driven.
5. The intelligent vehicle safe driving method according to claim 1 or 3, wherein the vehicle driving information comprises driving time, parking time and driving road track information.
6. The intelligent vehicle safe driving method according to claim 1, further comprising:
and if the driver does not pass the face recognition due to the abnormal damage of the face, acquiring the driver certificate file number manually input by the driver to finish authentication, and carrying out the next alcohol detection.
7. The intelligent vehicle safe driving method according to claim 1, further comprising:
the vehicle is started by outputting a control signal to a power supply trigger to switch on an ignition power supply.
8. An intelligent vehicle safe driving system, characterized in that the system is configured to perform the method according to any one of claims 1-7, the system comprising:
the camera is arranged in a vehicle instrument panel and used for collecting the face information of a driver before a vehicle is started and collecting the face information of the driver according to a preset time interval in the driving process of the vehicle;
the alcohol detector is mounted on a steering wheel of the vehicle and used for detecting the alcohol content of breath exhaled by a driver;
the processing equipment is used for comparing the collected face information of the driver with the pre-stored specified driver information before the vehicle is started to finish face recognition;
comparing the detected alcohol content of the breath exhaled by the driver with a preset threshold value to finish alcohol detection;
if the face recognition and the alcohol detection are both passed, controlling to allow the vehicle to start, and if the face recognition or the alcohol detection is not passed, controlling to forbid the vehicle from starting;
and in the vehicle running process, acquiring and processing the face information of the driver and the vehicle running information which are acquired according to a preset time interval.
9. The intelligent vehicle safe driving system of claim 8, wherein the processing device further comprises:
and the data port is used for inputting or outputting data by connecting an external handheld data display instrument.
10. The intelligent vehicle safe driving system of claim 8, wherein the processing device is further configured to:
and inputting and storing the specified driver information of the vehicle verified by the traffic management department.
CN201911207450.7A 2019-11-29 2019-11-29 Intelligent vehicle safe driving method and system Pending CN111086519A (en)

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CN112116755A (en) * 2020-09-18 2020-12-22 合肥极核明月信息科技有限公司 Service system for data acquisition information of gas station and implementation method
CN112298101A (en) * 2020-11-03 2021-02-02 奇瑞汽车股份有限公司 Method and system for keyless control of a motor vehicle
CN112677980A (en) * 2020-12-31 2021-04-20 深兰盛视科技(苏州)有限公司 Vehicle driving information acquisition method, device, terminal and storage medium thereof
CN113593233A (en) * 2021-07-30 2021-11-02 深圳市路虎云实业有限公司 Intelligent big data vehicle identification system based on traffic control
CN113859250A (en) * 2021-10-14 2021-12-31 泰安北航科技园信息科技有限公司 Intelligent automobile information security threat detection system based on driving behavior abnormity identification
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CN114347787A (en) * 2022-01-20 2022-04-15 驭浪安全科技(海南)有限公司 Detection method for preventing drunk driving
CN114393993A (en) * 2022-01-20 2022-04-26 驭浪安全科技(海南)有限公司 System for preventing drunk driving

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CN112116755A (en) * 2020-09-18 2020-12-22 合肥极核明月信息科技有限公司 Service system for data acquisition information of gas station and implementation method
CN112298101A (en) * 2020-11-03 2021-02-02 奇瑞汽车股份有限公司 Method and system for keyless control of a motor vehicle
CN112298101B (en) * 2020-11-03 2022-07-08 奇瑞汽车股份有限公司 Method and system for keyless control of a motor vehicle
CN112677980A (en) * 2020-12-31 2021-04-20 深兰盛视科技(苏州)有限公司 Vehicle driving information acquisition method, device, terminal and storage medium thereof
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CN113997785A (en) * 2021-11-03 2022-02-01 北京汽车集团越野车有限公司 Vehicle control method and device and vehicle
CN114347787A (en) * 2022-01-20 2022-04-15 驭浪安全科技(海南)有限公司 Detection method for preventing drunk driving
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Application publication date: 20200501