EP4323247A1 - Procédé d'amélioration de la sécurité fonctionnelle de manoeuvres de conduite coopératives, et dispositif de commande électronique - Google Patents
Procédé d'amélioration de la sécurité fonctionnelle de manoeuvres de conduite coopératives, et dispositif de commande électroniqueInfo
- Publication number
- EP4323247A1 EP4323247A1 EP22717727.6A EP22717727A EP4323247A1 EP 4323247 A1 EP4323247 A1 EP 4323247A1 EP 22717727 A EP22717727 A EP 22717727A EP 4323247 A1 EP4323247 A1 EP 4323247A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- vehicle
- sensor
- object data
- trajectory
- planned trajectory
- 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
Links
- 238000000034 method Methods 0.000 title claims abstract description 24
- 230000004927 fusion Effects 0.000 claims abstract description 23
- 230000000977 initiatory effect Effects 0.000 claims abstract description 10
- 238000004891 communication Methods 0.000 claims description 21
- 238000012360 testing method Methods 0.000 claims description 10
- 238000012545 processing Methods 0.000 claims description 7
- 230000001934 delay Effects 0.000 claims description 6
- 238000001514 detection method Methods 0.000 claims description 5
- 238000004590 computer program Methods 0.000 description 5
- 230000001419 dependent effect Effects 0.000 description 4
- 238000011161 development Methods 0.000 description 3
- 230000018109 developmental process Effects 0.000 description 3
- 230000008447 perception Effects 0.000 description 3
- 230000007613 environmental effect Effects 0.000 description 2
- 238000004364 calculation method Methods 0.000 description 1
- 230000001404 mediated effect Effects 0.000 description 1
- 230000002123 temporal effect Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
- G08G1/166—Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes
-
- 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
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/08—Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
- B60W30/09—Taking automatic action to avoid collision, e.g. braking and steering
-
- 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
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/08—Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
- B60W30/095—Predicting travel path or likelihood of collision
- B60W30/0956—Predicting travel path or likelihood of collision the prediction being responsive to traffic or environmental parameters
-
- 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
- B60W60/001—Planning or execution of driving tasks
- B60W60/0015—Planning or execution of driving tasks specially adapted for safety
-
- 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
- B60W60/001—Planning or execution of driving tasks
- B60W60/0015—Planning or execution of driving tasks specially adapted for safety
- B60W60/0016—Planning or execution of driving tasks specially adapted for safety of the vehicle or its occupants
-
- 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
- B60W60/001—Planning or execution of driving tasks
- B60W60/0015—Planning or execution of driving tasks specially adapted for safety
- B60W60/0017—Planning or execution of driving tasks specially adapted for safety of other traffic participants
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
- H04W4/40—Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
- H04W4/46—Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for vehicle-to-vehicle communication [V2V]
-
- 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
- B60W2556/00—Input parameters relating to data
- B60W2556/35—Data fusion
-
- 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
- B60W2556/00—Input parameters relating to data
- B60W2556/45—External transmission of data to or from the vehicle
-
- 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
- B60W2556/00—Input parameters relating to data
- B60W2556/45—External transmission of data to or from the vehicle
- B60W2556/65—Data transmitted between vehicles
-
- 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
- B60W2756/00—Output or target parameters relating to data
- B60W2756/10—Involving external transmission of data to or from the vehicle
Definitions
- the disclosure relates to a method for improving the functional safety of cooperative driving maneuvers and a corresponding electronic control device and the use of the device.
- V2X vehicle-to-X
- a second vehicle creates V2X messages from sensor-based data and from its own maneuver planning, whereby it is assumed that the second vehicle initially did not use any external trajectories in its own planning.
- the first vehicle takes the data received with the V2X message as the basis for planning its own maneuver.
- the numbers are assumed values and are only intended to demonstrate concatenation:
- the data is generated with the help of environment sensors for detecting the environment of a vehicle (do) and the data from several sensors, especially those that overlap in the detection area, is merged (df) and an object list is generated, in which there is an entry in the object list for each real object.
- the data of the object list can then be transmitted to other vehicles using a cooperative perception message (“CPM”), in particular using vehicle-to-X communication (dc2).
- CCM cooperative perception message
- dc2 vehicle-to-X communication
- the object list is received by the second vehicle and must be reconciled with the sensor data from the sensors of the second vehicle, which results in the further fusion step (df1_2).
- the maneuver planning then takes place using a corresponding computing device in the second vehicle (dm1).
- Delays for example as a result of the engine control or the actuators or the driver's reaction, etc., are not yet taken into account here.
- the basis for a decision is therefore based on data that is at least approximately 500 ms old.
- a vehicle already covers a distance of almost 7 m at the 50 km/h usually permitted in cities, which can be safety-critical for a pedestrian who suddenly enters the road traveled on.
- Planned trajectories to be traveled by road users are expected to be exchanged between road users in the future using maneuver coordination messages (“MCM”).
- MCM maneuver coordination messages
- the trajectories can be based, for example, on an environment model that is composed of the company's own sensor data and/or of third-party sensor data that was provided, for example, using a CPM as already described.
- the sensor data on which the maneuver planning is based and the resulting trajectory are already out of date due to the delay chain, regardless of any further coordination process by the communicating road users.
- changes in the traffic situation or the environment that have occurred within the delay time can result in a received trajectory possibly no longer being drivable.
- a maneuver planning that takes these received trajectories into account can be correspondingly incorrect.
- the object of the invention is to improve functional safety for cooperative driving maneuvers.
- a method for execution by an electronic control device of a first vehicle and in particular for ensuring functional safety for cooperative driving maneuvers of vehicles having the steps:
- sensor information provided by a sensor can already be present as object data.
- the planned trajectory is checked by the checking device of the first vehicle on the basis of data in which a delay chain does not result in a delay:
- the invention is based on the idea of securing the journey of the first vehicle as part of a cooperative maneuver planning with a temporal Flozont, which could also allow a corresponding reaction in an improved way, by ensuring that a cooperatively coordinated between the first vehicle and the second vehicle , but subject to latency, the trajectory of the first vehicle, in particular to describe a planned route to be traveled over a defined period of time, is verified by means of a testing device in the first vehicle and only data is used in which a time delay between the acquisition and analysis of the data is as small as possible slightly reduced.
- a signal for initiating safety measures can be output, for example, if the check reveals that a safety-critical situation is imminent or exists when the trajectory is being executed.
- the cooperatively planned trajectory is calculated in particular by a computing device of the first vehicle on the basis of information exchanged with the second vehicle, for example as part of a cooperative maneuver planning method.
- the second vehicle can expediently also calculate a trajectory to be traveled by the second vehicle on the basis of the information exchanged as part of the cooperative maneuver planning method.
- the check by the checking device of the first vehicle can accordingly be preceded by a provision of the planned trajectory of the first vehicle by a trajectory planning device of the first vehicle and a detection of the planned trajectory by the checking device of the first vehicle.
- a safety-critical traffic situation is in particular a risk of a collision with the second road user and/or another road user and/or another obstacle if the trajectory is carried out as planned.
- the data used are therefore not affected by latencies, in particular as a result of the creation of object data from sensor information from at least one sensor of the second vehicle by the second vehicle (do2) and the fusion of object data from multiple sensors of the first vehicle (df2) and a maneuver planning by the first Vehicle (dm2) and a vehicle to X communication (dc2) of the result of the maneuver planning or fused object data and a fusion of the received fused object data of the second vehicle and the created object data of the first vehicle (df1) and a maneuver planning by the second vehicle (dm1) .
- the principle can also be used for exclusively local maneuver planning, which would calculate for a comparatively long time on comparatively weak hardware.
- the planned trajectory would be checked for a safety-critical traffic situation using a checking device in the first vehicle based on object data from a fusion of sensor information from at least one sensor in the first vehicle (do1+df1).
- the planned trajectory is already cooperative between the first vehicle and the second vehicle coordinated planned trajectory, the trajectory in particular taking into account or including information on a driving maneuver planned between the first vehicle and the second vehicle.
- a trajectory can also define, for example, interventions in the driving dynamics, for example at a defined point or after a planned distance covered.
- steps for cooperative maneuver planning between the first vehicle and the second vehicle for determining the planned trajectory can already have taken place in advance.
- a cooperative exchange of object information and/or information relating to the trajectories, for example, takes place in particular by means of vehicle-to-X communication.
- the planned trajectory of the first vehicle is checked by means of the checking device of the first vehicle on the basis of data in which the delay chain causes a delay as a result of data processing, in particular essentially by creating object data from sensor information of at least one sensor of the first vehicle by the first vehicle (do1) or by a delay as a result of data processing by the first vehicle creating object data from sensor information of at least one sensor of the first vehicle and a fusion of the received object data of the second vehicle and the created object data of the first vehicle by the first vehicle (do1 +df1 ) is determined.
- the use of the expression "substantially” seems appropriate insofar as further delays may in principle be possible.
- the trajectory of the first vehicle is checked on the basis of data in which the delay chain also does not include any delay as a result of data processing by a fusion of the object data from sensor information of at least one sensor of the first vehicle by the first vehicle (df1). .
- the first vehicle can therefore react much more quickly and, if necessary, Take action.
- road users who are not uncommon in sudden changes of direction are better protected in this way.
- the at least one sensor of the first vehicle and/or a section of a detection range of the at least one sensor of the first vehicle are selected from a plurality of sensors of the first vehicle to create the object data (df1), which is used for the planned trajectory as is assessed as relevant.
- the object data obtained in a targeted manner in this way can be used to check the planned trajectory for safety-critical traffic situations.
- the planned trajectory can thus in particular be checked again by a current sensor-based environment model and adjusted if necessary.
- the sensor(s) or environmental area of the environmental model of the first vehicle is selected, which enables at least partial, in particular complete, detection of the path of the planned trajectory. If the path of the planned trajectory is only partially recorded, the previously not recorded path part of the trajectory can be checked in a further step.
- a signal for initiating a safety measure is output if a potentially safety-critical traffic situation is identified when checking the planned trajectory.
- a signal for executing the planned trajectory is output if no potentially safety-critical traffic situation is identified when the planned trajectory is checked.
- the planned trajectory is replanned, for example an avoidance maneuver and/or emergency braking and/or a minimum risk maneuver (“MRM”) can be provided.
- MRM minimum risk maneuver
- the basic goal of initiating the security measure is to avoid or eliminate the security-critical traffic situation.
- the signal for initiating a safety measure is output in particular by means of a signal interface to a corresponding vehicle device for carrying out the safety measure.
- the delay chain in the event that the delay chain essentially consists only of the creation of object data from sensor information of the second vehicle and the fusion of the received object data of the first vehicle and the object data of the second vehicle (do1 + df1), in a merges the objects in the first step and carries out the collision check in a second step. This means that the collision check no longer needs to be carried out for the sensor information of each individual sensor.
- a vehicle can be a motor vehicle, in particular a passenger vehicle, a truck, a motorcycle, an electric vehicle or a hybrid vehicle, a watercraft or an aircraft.
- an electronic control device for a first vehicle comprising:
- a checking device configured to check a planned trajectory of the first vehicle with regard to a potential safety-critical traffic situation of the first vehicle based on sensor information from at least one sensor of the first vehicle (do1) and/or based on object data from a fusion of sensor information from at least two sensors of the first vehicle (do1 +df1 ), the planned trajectory having been received by means of a vehicle-to-X communication device of the first vehicle;
- the device is set up to carry out a method according to at least one of the above embodiments.
- a computing unit can be any device that is designed to process at least one of the signals mentioned.
- the processing unit can be a processor, a digital signal processor, a main processor (CPU: "Central Processing Unit"), a multi-purpose processor (MPP: “Multi Purpose Processor”) or the like.
- the specified device has a memory and a processor.
- the specified method is stored in the memory in the form of a computer program and the processor is provided for executing the method when the computer program is loaded from the memory into the processor.
- a computer program comprises program code means in order to carry out all the steps of one of the specified methods when the computer program is run on a computer or one of the specified devices.
- a computer program product contains a program code which is stored on a computer-readable data medium and which, when it is executed on a data processing device, carries out one of the specified methods.
- Show in schematic representation: 1 shows a flowchart of an embodiment of the method for improving the functional safety of cooperative driving maneuvers
- FIG 2 shows an embodiment of the electronic control device.
- step 102 a trajectory of the first vehicle that is planned cooperatively with a second vehicle is checked with regard to a potential safety-critical traffic situation using a checking device in the first vehicle based on sensor information from at least one sensor in the first vehicle (do1) and/or based on object data from a fusion of sensor information from at least one sensor of the first vehicle (do1 +df1 ).
- a signal is also output for initiating a safety measure or executing the planned trajectory.
- FIG. 2 shows an embodiment of the electronic control device 200 for a first vehicle.
- the control device 200 includes a checking device 226, which is configured to check a planned trajectory of the first vehicle with regard to a potential safety-critical traffic situation of the first vehicle based on sensor information from at least one sensor 240, 242 of the first vehicle (do1) and/or based on object data from a fusion of sensor information from at least two sensors 240, 242 of the first vehicle (do1 +df1).
- the planned trajectory was received by a second vehicle using a vehicle-to-X communication device 230 .
- the electronic control device 200 can include a fusion device 228 for the fusion of the sensor information from a plurality of sensors 240, 242.
- the testing device 228 by a control unit 220 includes, wherein the controller may have a processor 222 and a data memory 224.
- the control device 200 also includes a signal interface 250 configured to output a signal for initiating a safety measure or executing the planned trajectory depending on a result of the check. According to the example, the output is sent to a control device 260 included in the first vehicle for influencing the vehicle dynamics of the first vehicle.
- vehicle-to-X communication means, in particular, direct communication between vehicles and/or between vehicles and infrastructure facilities.
- it can be vehicle-to-vehicle communication or vehicle-to-infrastructure communication. If reference is made to communication between vehicles in the context of this application, this can in principle take place, for example, in the context of vehicle-to-vehicle communication, which typically takes place without being mediated by a mobile radio network or a similar external infrastructure and which is therefore different from other solutions, which are based, for example, on a mobile radio network.
- vehicle-to-X communication can occur using the IEEE 802.11p or IEEE 1609.4 standards.
- Vehicle-to-X communication can also be referred to as C2X communication or V2X communication.
- the sub-areas can be referred to as C2C (Car-to-Car), V2V (Vehicle-to-Vehicle) or C2I (Car-to-Infrastructure), V2I (Vehicle-to-Infrastructure).
- C2C Car-to-Car
- V2V Vehicle-to-Vehicle
- C2I Car-to-Infrastructure
- V2I Vehicle-to-Infrastructure
- the invention does not explicitly exclude vehicle-to-X communication with switching, for example via a mobile radio network.
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- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- Human Computer Interaction (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Traffic Control Systems (AREA)
Abstract
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE102021203732.1A DE102021203732B4 (de) | 2021-04-15 | 2021-04-15 | Verfahren zur Verbesserung der funktionalen Sicherheit kooperativer Fahrmanöver und elektronische Kontrollvorrichtung |
PCT/DE2022/200066 WO2022218483A1 (fr) | 2021-04-15 | 2022-04-05 | Procédé d'amélioration de la sécurité fonctionnelle de manœuvres de conduite coopératives, et dispositif de commande électronique |
Publications (1)
Publication Number | Publication Date |
---|---|
EP4323247A1 true EP4323247A1 (fr) | 2024-02-21 |
Family
ID=81346421
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP22717727.6A Pending EP4323247A1 (fr) | 2021-04-15 | 2022-04-05 | Procédé d'amélioration de la sécurité fonctionnelle de manoeuvres de conduite coopératives, et dispositif de commande électronique |
Country Status (5)
Country | Link |
---|---|
US (1) | US20240190418A1 (fr) |
EP (1) | EP4323247A1 (fr) |
CN (1) | CN117136156A (fr) |
DE (1) | DE102021203732B4 (fr) |
WO (1) | WO2022218483A1 (fr) |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10864910B2 (en) * | 2018-05-16 | 2020-12-15 | GM Global Technology Operations LLC | Automated driving systems and control logic using sensor fusion for intelligent vehicle control |
DE102018216182B4 (de) * | 2018-09-21 | 2021-01-14 | Volkswagen Aktiengesellschaft | Verfahren zum Bereitstellen einer Fahrwegsvorgabe |
DE102019203420A1 (de) | 2019-03-13 | 2020-09-17 | Psa Automobiles Sa | Verfahren und Vorrichtung zum Abstimmen von Fahrmanövern zwischen Kraftfahrzeugen |
DE102019208291B4 (de) | 2019-06-06 | 2022-12-15 | Psa Automobiles Sa | Verfahren und Vorrichtung zum Abstimmen von Fahrmanövern |
-
2021
- 2021-04-15 DE DE102021203732.1A patent/DE102021203732B4/de active Active
-
2022
- 2022-04-05 US US18/286,946 patent/US20240190418A1/en active Pending
- 2022-04-05 EP EP22717727.6A patent/EP4323247A1/fr active Pending
- 2022-04-05 WO PCT/DE2022/200066 patent/WO2022218483A1/fr active Application Filing
- 2022-04-05 CN CN202280028537.1A patent/CN117136156A/zh active Pending
Also Published As
Publication number | Publication date |
---|---|
DE102021203732A1 (de) | 2022-10-20 |
CN117136156A (zh) | 2023-11-28 |
US20240190418A1 (en) | 2024-06-13 |
WO2022218483A1 (fr) | 2022-10-20 |
DE102021203732B4 (de) | 2023-03-30 |
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