EP3659122A1 - Method and device in a vehicle for evaluating and storing data - Google Patents
Method and device in a vehicle for evaluating and storing dataInfo
- Publication number
- EP3659122A1 EP3659122A1 EP18728336.1A EP18728336A EP3659122A1 EP 3659122 A1 EP3659122 A1 EP 3659122A1 EP 18728336 A EP18728336 A EP 18728336A EP 3659122 A1 EP3659122 A1 EP 3659122A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- vehicle
- driver
- collision
- autonomous
- sensor
- 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.)
- Withdrawn
Links
Classifications
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME 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
- G07C5/00—Registering or indicating the working of vehicles
- G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
- G07C5/0841—Registering performance data
- G07C5/085—Registering performance data using electronic data carriers
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R21/00—Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
- B60R21/01—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W60/00—Drive control systems specially adapted for autonomous road vehicles
- B60W60/005—Handover processes
- B60W60/0059—Estimation of the risk associated with autonomous or manual driving, e.g. situation too complex, sensor failure or driver incapacity
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F12/00—Accessing, addressing or allocating within memory systems or architectures
- G06F12/14—Protection against unauthorised use of memory or access to memory
- G06F12/1458—Protection against unauthorised use of memory or access to memory by checking the subject access rights
- G06F12/1491—Protection against unauthorised use of memory or access to memory by checking the subject access rights in a hierarchical protection system, e.g. privilege levels, memory rings
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME 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
- G07C5/00—Registering or indicating the working of vehicles
- G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
- G07C5/10—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time using counting means or digital clocks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/40—Bus networks
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R21/00—Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
- B60R21/01—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents
- B60R2021/0104—Communication circuits for data transmission
- B60R2021/01047—Architecture
- B60R2021/01054—Bus
- B60R2021/01068—Bus between different sensors and airbag control unit
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2211/00—Indexing scheme relating to details of data-processing equipment not covered by groups G06F3/00 - G06F13/00
- G06F2211/004—Notarisation, Time-Stamp, Date-Stamp
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/40—Bus networks
- H04L2012/40267—Bus for use in transportation systems
- H04L2012/40273—Bus for use in transportation systems the transportation system being a vehicle
Definitions
- the present invention relates to a device and a method in a vehicle, which is controlled in an autonomous or highly automated driving operation without intervention of the driver or in a manual driving operation by the driver of the vehicle, wherein the device evaluates and stores data, and the device Memory device, in the data
- sensor signals are evaluated by driver-operable controls and by collision detection devices.
- PRIOR ART DE 100 46 696 A1 discloses a method and a device for
- the essence of the present invention is to provide a device for vehicles that can drive in a highly automated or autonomous driving mode and include a memory device in which is stored, whether at a collision time of the vehicle or shortly before this
- Driving is understood that the driver drives the vehicle independently by the traffic and the driver is not directly in the
- Vehicle control intervenes to control the vehicle. Only in the case of highly automated driving operation, the driver takes over a control function and is available for system takeover, if the vehicle control does not cope with the currently imminent driving situation. In the case of an autonomously controlled vehicle, even this control function can be performed by the
- SAE level 4 SAE level 5
- SAE level 5 SAE level 5
- a manual driving operation is given if the driver himself controls the vehicle or has merely activated a driver assistance system which, although it reduces driving tasks, does not relieve the driver of his monitoring and control function.
- Driver assistance systems are often also so pronounced that only parts of the driving task are taken over by the driver assistance system and the remaining tasks of vehicle guidance still have to be fulfilled by the driver himself.
- the sensors whose sensor signals are supplied, and can detect whether the driver actuates driver-actuatable operating elements of the vehicle, a steering wheel sensor, a
- Accelerator pedal sensor a brake pedal sensor, a clutch sensor, or any combination of these sensors.
- Accelerator pedal sensor a brake pedal sensor, a clutch sensor, or any combination of these sensors.
- Controls operated by the driver it can be concluded that there is a manual driving or the driver stops the autonomous or highly automated driving and takes over by manual control. If these controls are not operated by the driver for a long period and instead an autonomous or highly automated driving mode is activated, then it can be concluded that the driver does not want to take over the direct manual driving task.
- Collision detection signals by which it is detected whether an accident of the vehicle has occurred or is imminent, either signals from an airbag control unit, which cause a freezing of the instantaneous data in the memory device or signals from a collision detection environment sensors on triggering or partial deployment of an airbag which cause a freezing of the current data in the memory device upon detection of a no longer avoidable collision situation or a combination of these two possibilities.
- the vehicle can evaluate data from at least one environmental sensor system.
- environment sensors are, for example, radar, lidar, video or
- Ultrasonic sensors can evaluate an approach of their own vehicle to other objects, and it can be determined whether this approach to objects lead to a critical traffic situation, which even have an unavoidable collision. If the vehicle has such an environment sensor system and such an evaluation function, a freezing of the data can already take place before the collision time point when a critical driving situation or a collision situation that can no longer be avoided is detected.
- the memory device is designed as a ring memory.
- a ring memory here is a memory device in which the data is written continuously in the memory. If the memory contents are completely filled, the oldest, stored data is overwritten again with current data. As a result, the most up-to-date data is always kept ready, and automatically automatically overwritten older, no longer required data.
- the evaluation device the sensors, the collision detection device, the memory, or parts of these
- Communication busses for realizing the device according to the invention can be advantageous in this case since the outlay for realizing the device can be reduced. It may also be advantageous, the
- the timers in the evaluation device, in the sensors, in the collision detection device and in the memory are synchronized with each other via the communication bus.
- clocks are nowadays equipped without exception or internal clocks are installed.
- the transmitted data can also be provided with a time stamp.
- the components connected to it work with a synchronized clock or, in the case of internal clocks, these clocks are synchronized with one another.
- the sensors which detect whether the driver actuates driver-actuatable operating elements of the vehicle, as a
- Steering wheel are designed as an accelerator pedal sensor, as a brake pedal sensor, as a clutch sensor or any combination of these sensors.
- the information stored in the memory device which indicate whether the autonomous or highly automatic driving operation was active at a collision time or until shortly before a collision time or the manual driving operation was active, is displayed as a status bit.
- the information as to whether the vehicle has driven automatically or the driver controlled the vehicle can, for example, be stored in the storage device by means of a special status bit. By using a status bit, it is possible to use this information with as little memory as possible
- this status bit with a high temporal resolution stored in the ring memory possibly with the addition of a time stamp signal, so can be determined very accurately in an accident reconstruction after collision, at what time the driver has taken control of the vehicle and at what time the highly automated control system of the vehicle Driver transfer has requested.
- the less memory required this information the more often this information can be stored and the higher the temporal
- At least the status bit and the time stamp are stored when the autonomous or highly automated driving operation is started and / or the autonomous or highly automated driving is completed and / or the vehicle during the autonomous or
- the method according to the invention in the form of a control element which is provided for a control device of a highly automatic vehicle guidance system or an autonomous vehicle guidance system of a motor vehicle.
- a program is stored on the control, which is executable on a computing device, in particular on a microprocessor or signal processor, and suitable for carrying out the method according to the invention.
- the invention is realized by a program stored on the control program, so that this provided with the program control in the same way represents the invention, as the method to whose execution the program is suitable.
- FIG. 1 shows a schematic block diagram of an embodiment of the device according to the invention
- Figure 2 is a schematic block diagram of the evaluation of the
- FIG. 3 is an illustration of a timeline which represents an exemplary driving situation
- FIG. 4 shows a schematic flow diagram for explaining the
- Communication bus 1 shown which connects several components together.
- This communication bus 1 can be designed, for example, as a CAN bus.
- On this CAN bus is a control unit 2 for the
- Acceleration sensors determines an airbag deployment. By evaluating this delay signal or the impact signal, the
- Collision detection device 7 detect a collision and forward this detection signal via the communication bus 1 to the control unit 2 for sensor evaluation.
- the control unit 2 for sensor evaluation.
- Collision detection device 7 is an environment sensor that the
- Collision detection device designed as part of the control unit 8 for autonomous or highly automated driving.
- This control unit 8 for autonomous or highly automated driving receives information from the environment sensor of the vehicle and can detect an impending and possibly unavoidable collision situation replace the optionally provided airbag control unit 7, since then the collision detection device 7 is designed as an integral part of the control unit 8.
- Such an evaluation of environment detection means makes it possible to detect already before a collision that an unavoidable collision is imminent.
- the evaluation unit can determine whether a critical approach is detected or that an unavoidable collision is imminent.
- Collision detection device 7 takes over, also a signal on the
- Communication bus 1 are transmitted to the control unit 2 for the sensor evaluation.
- control unit 8 for autonomous driving or highly automated driving is shown.
- this control unit 8 is connected to the communication bus 1 for highly automated or autonomous driving, the evaluation of the environment sensor system by the
- Collision detection device 7 omitted and instead be designed by running as a head unit control unit for autonomous driving. By means of the steering wheel sensor 3 can now be detected whether the driver has his hands on
- Accelerator pedal sensor 4 can be detected, whether the driver operates the accelerator pedal.
- the brake pedal sensor 5 can be detected whether the driver actuates the brake pedal and thereby would like to stop the autonomous or highly automated driving and want to take over the vehicle control again manually.
- the optional clutch sensor 6 can be detected whether the driver operates the clutch pedal and thus would like to stop an autonomous driving or highly automated driving to manually continue even the vehicle control.
- the control unit 2 is connected directly or via a communication bus 1 to the sensors 3, 4, 5, 6.
- the control unit 2 processes the sensor signals and deduces whether the driver intervenes in the driving event by actuating either the steering wheel or a pedal. This information can be mapped to a status bit, for example, which is stored and represents whether the driver in the
- Driving events intervene.
- the time of the intervention must also be documented precisely. It is advantageous if it is detected on the one hand, whether the driver engages in the driving or not, and at what time A the driver optionally engages in the driving.
- This information is stored in a memory device, in particular a ring memory, which can be embodied, for example, as part of the control device 2 for the sensor evaluation.
- This storage device may alternatively be installed elsewhere in the vehicle and on the
- control unit 2 via the communication bus 1 to a radio interface, from where they are
- the control unit 2 receives via the communication bus 1 from the responsible for autonomous driving or highly automated driving control unit 8, the information as to whether the vehicle currently by the automatic
- Vehicle control is controlled.
- the status bit which represents whether or not it is currently being driven autonomously or highly automated
- the time duration since which the vehicle has been detected by the autonomous vehicle control system or the highly automated one is also to be recorded
- Vehicle control is controlled. These two pieces of information can be stored as a data pair in the memory device of the control unit 2.
- the time of the end of the autonomous or highly automated driving can also be stored. Furthermore, it is also advisable to store the information at which time the autonomous or highly automatic vehicle control system outputs to the driver of the vehicle a signal that the automatic vehicle control system is no longer able to provide To handle the driving situation and the driver must take control of the vehicle. Such a takeover request to the driver has to be made in good time and the driver has to the takeover request the vehicle control within a maximum time allowed
- FIG. 2 shows an exemplary embodiment of the control unit 2 for the
- the control device 2 has a
- Input circuit 11 by means of the control unit 2 input variables are supplied.
- driver-operable controls 9 As a possible input signal signals are detected by driver-operable controls 9 and the input circuit 11 is supplied.
- driver-actuatable operating elements can be, for example, the sensors shown in FIG. 1, such as steering wheel sensor 3, accelerator pedal sensor 4,
- Brake pedal sensor 5 and / or coupling sensor 6 be.
- the control unit 2 can detect whether the driver wants to take over the vehicle control and, if a takeover request has been issued, at which time the driver takes over the vehicle control.
- the input circuit 11 is supplied with the output signal of a collision detection device 7. This can be as described with respect to Figure 1, designed as an airbag control unit, the one
- detected collision recognizes or be executed as an evaluation of an environment detection device that detects objects in the vehicle environment and evaluates their relative speed and direction of movement and thus critical driving situations or already unavoidable
- Data exchange device 12 a calculation device 13 supplied, which may be embodied for example as a microprocessor or microcontroller. In this calculation device 13 it can be determined whether the driver is currently operating a driver-actuatable control element, and whether he has taken over the vehicle control itself. Furthermore, the
- FIG. 3 shows a timeline 15 of an exemplary collision situation.
- an event A is shown, to which the vehicle control, which autonomously or the vehicle leads, a
- Takeover period can be designated 19 and is in the case of one
- event C is shown representing collision detection by triggering an occupant protection system.
- the time data of the various controllers 2, 7, 8 have a common time base.
- the timers of these controllers 2, 7, 8 must be synchronized, for example by a time signal is present on the communication bus 1, which serves as a synchronization base.
- the control unit 2 outputs its time signal to the communication bus for sensor evaluation and the other control devices 7, 8 synchronize at this time signal.
- the driver or the automatic vehicle guidance system had control of the vehicle, for which purpose the three event times A, B and C are to be evaluated. For this it is necessary that the takeover signal of the automatic vehicle control to the driver was not issued too late.
- the length of time between event A16 and event C18 must be at least two seconds. If this length of time between event A and event C is too long, the takeover request comes too early, whereby the acceptance of the automatic vehicle guidance by the driver decreases.
- the acquisition of the vehicle control by the driver must be timely, otherwise the driver can no longer avoid a collision.
- the time between event B and event C should be at least two seconds. If the driver transfer is too close to the
- time duration between event A and event C is more than 2 seconds and at the same time the time duration between event B and event C is also greater than 2 seconds, then the takeover request at time A by the automatic vehicle control comes sufficiently early and the driver takes over the vehicle control on time ,
- the data stored in the ring memory are frozen, so that they can no longer be overwritten. Furthermore, to the collected information in the storage device 14, a sequence of images of a possibly existing front camera of the vehicle can be stored. It is also possible to store further data from other sensors that are used for autonomous driving or highly automated driving, or that describe the collision situation. It is also possible, the last commands to relevant components of the autonomously driving vehicle or the highly automated driving vehicle how to store and freeze signals to the engine controller, the brake system or the steering devices in the storage device 14.
- control device 2 may also be a partial function of the control device 7 of the collision detection device or in the control device 8, the
- Car control system can be implemented, be realized.
- FIG. 4 shows an example flowchart starting in step 20.
- this starting step 20 can be executed, if
- an automatic vehicle guidance system for a vehicle for a vehicle.
- the status of the driving operation is detected by determining whether the vehicle is currently being operated in an autonomous driving or a highly automated driving or manual driving.
- This information can be represented as a status bit, for example.
- sensor signals are detected, by means of which a driver's activity is recognizable.
- a steering wheel sensor 3 a steering wheel sensor 3 a
- Accelerator pedal sensor 4, a brake pedal sensor 5 or a clutch sensor 6 are evaluated and it can be determined whether the driver currently leads the vehicle or would like to take over the vehicle.
- Collision detection device evaluated by means of which it is determined whether a collision has occurred or an unavoidable collision is imminent.
- step 24 the data is continuously written in the ring buffer. If the memory of the ring buffer is full, the oldest, stored data is overwritten with new data, so that the most up-to-date data is always stored in the memory device 14.
- step 25 the input signal of the collision detection device or the collision detection signal of an environmental sensor system is evaluated and in the event of a collision or an impending collision, step 25 branches to yes and is continued in step 26. If no collision has occurred or if no collision is imminent, then step 24 branches to no and the method is continued in step 21 by the status of the driving operation being detected again.
- step 25 If a collision or an imminent collision is detected in step 25, then the data currently in the ring memory are frozen in the following step 26, so that they are against updating, deleting or
- a volatile memory for example, a ring memory
- the data of the volatile memory are written to a non-volatile memory and thus also be protected against change such as deletion, overwriting or altering.
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Mechanical Engineering (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Computer Security & Cryptography (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Automation & Control Theory (AREA)
- Human Computer Interaction (AREA)
- Transportation (AREA)
- Traffic Control Systems (AREA)
Abstract
Description
Claims
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE102017212695.7A DE102017212695A1 (en) | 2017-07-25 | 2017-07-25 | Method and device in a vehicle for evaluating and storing data |
PCT/EP2018/063637 WO2019020240A1 (en) | 2017-07-25 | 2018-05-24 | Method and device in a vehicle for evaluating and storing data |
Publications (1)
Publication Number | Publication Date |
---|---|
EP3659122A1 true EP3659122A1 (en) | 2020-06-03 |
Family
ID=62486561
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP18728336.1A Withdrawn EP3659122A1 (en) | 2017-07-25 | 2018-05-24 | Method and device in a vehicle for evaluating and storing data |
Country Status (5)
Country | Link |
---|---|
US (1) | US20200175787A1 (en) |
EP (1) | EP3659122A1 (en) |
CN (1) | CN110998675A (en) |
DE (1) | DE102017212695A1 (en) |
WO (1) | WO2019020240A1 (en) |
Families Citing this family (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11328210B2 (en) | 2017-12-29 | 2022-05-10 | Micron Technology, Inc. | Self-learning in distributed architecture for enhancing artificial neural network |
US11094148B2 (en) | 2018-06-18 | 2021-08-17 | Micron Technology, Inc. | Downloading system memory data in response to event detection |
US11410475B2 (en) * | 2019-01-31 | 2022-08-09 | Micron Technology, Inc. | Autonomous vehicle data recorders |
US11373466B2 (en) | 2019-01-31 | 2022-06-28 | Micron Technology, Inc. | Data recorders of autonomous vehicles |
JP7232094B2 (en) * | 2019-03-25 | 2023-03-02 | 株式会社Subaru | VEHICLE CONTROL DEVICE, VEHICLE CONTROL METHOD AND PROGRAM |
US20230060300A1 (en) * | 2019-04-24 | 2023-03-02 | Walter Steven Rosenbaum | Method and system for analyzing the control of a vehicle |
DE102019213881B4 (en) * | 2019-09-11 | 2024-10-24 | Volkswagen Aktiengesellschaft | Method for operating an automated motor vehicle and motor vehicle |
DE102020112899A1 (en) * | 2020-05-13 | 2021-11-18 | Audi Aktiengesellschaft | Method and system for fully automatic guidance of a motor vehicle and motor vehicle |
DE102021207718A1 (en) * | 2021-07-20 | 2023-01-26 | Robert Bosch Gesellschaft mit beschränkter Haftung | Method for monitoring an emission level in a vehicle |
CN113602284A (en) * | 2021-07-30 | 2021-11-05 | 东风柳州汽车有限公司 | Man-machine common driving mode decision method, device, equipment and storage medium |
DE102021212160A1 (en) | 2021-10-27 | 2023-04-27 | Volkswagen Aktiengesellschaft | Safety device for a vehicle for detecting and evaluating dangerous traffic situations, vehicle, safety system, method and computer program product |
DE102022001928B4 (en) | 2022-05-30 | 2024-10-10 | Volker Mittelstaedt | Method for operating a safety belt device with reversible belt tensioners in automated or highly automated driving |
Family Cites Families (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE10046696A1 (en) | 2000-09-21 | 2002-04-11 | Bosch Gmbh Robert | Vehicle data recording method has data recording density decreasing continuously from momentary detection time point |
KR101288610B1 (en) * | 2008-07-24 | 2013-07-22 | 주식회사 만도 | Gateway eletronic control apparatus for a vehicle and travel information recording method thereof |
DE102011082375A1 (en) * | 2011-09-08 | 2013-03-14 | Robert Bosch Gmbh | Method for relieving a driver while driving a vehicle |
US10609335B2 (en) * | 2012-03-23 | 2020-03-31 | Magna Electronics Inc. | Vehicle vision system with accelerated object confirmation |
DE102013206212A1 (en) * | 2013-04-09 | 2014-10-09 | Ford Global Technologies, Llc | Method for controlling a vehicle with temporarily autonomous vehicle guidance and control device |
CN106664431A (en) * | 2014-05-06 | 2017-05-10 | 大陆-特韦斯股份有限公司 | Method and system for detecting and/or backing up video data in a motor vehicle |
DE102014208638A1 (en) * | 2014-05-08 | 2015-11-12 | Continental Teves Ag & Co. Ohg | Driver assistance system and method for automated logging of log data |
EP3223256B1 (en) * | 2014-11-17 | 2021-11-17 | Hitachi Astemo, Ltd. | Automatic driving system |
CN106157614B (en) * | 2016-06-29 | 2020-09-04 | 北京奇虎科技有限公司 | Automobile accident responsibility determination method and system |
-
2017
- 2017-07-25 DE DE102017212695.7A patent/DE102017212695A1/en not_active Withdrawn
-
2018
- 2018-05-24 EP EP18728336.1A patent/EP3659122A1/en not_active Withdrawn
- 2018-05-24 US US16/633,070 patent/US20200175787A1/en not_active Abandoned
- 2018-05-24 WO PCT/EP2018/063637 patent/WO2019020240A1/en unknown
- 2018-05-24 CN CN201880050086.5A patent/CN110998675A/en active Pending
Also Published As
Publication number | Publication date |
---|---|
US20200175787A1 (en) | 2020-06-04 |
DE102017212695A1 (en) | 2019-01-31 |
WO2019020240A1 (en) | 2019-01-31 |
CN110998675A (en) | 2020-04-10 |
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