GB2579025A - Vehicle control system and method - Google Patents
Vehicle control system and method Download PDFInfo
- Publication number
- GB2579025A GB2579025A GB1818540.5A GB201818540A GB2579025A GB 2579025 A GB2579025 A GB 2579025A GB 201818540 A GB201818540 A GB 201818540A GB 2579025 A GB2579025 A GB 2579025A
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- manoeuvre
- host vehicle
- control system
- intent
- manoeuvring
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B62—LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
- B62D—MOTOR VEHICLES; TRAILERS
- B62D15/00—Steering not otherwise provided for
- B62D15/02—Steering position indicators ; Steering position determination; Steering aids
- B62D15/025—Active steering aids, e.g. helping the driver by actively influencing the steering system after environment evaluation
-
- 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
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- 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
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- 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
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- 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
- B60W30/14—Adaptive cruise control
- B60W30/16—Control of distance between vehicles, e.g. keeping a distance to preceding vehicle
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- 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
- B60W30/18—Propelling the vehicle
- B60W30/18009—Propelling the vehicle related to particular drive situations
- B60W30/18154—Approaching an intersection
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- 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
- B60W50/00—Details 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
- B60W50/0097—Predicting future conditions
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- 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
- B60W60/0011—Planning or execution of driving tasks involving control alternatives for a single driving scenario, e.g. planning several paths to avoid obstacles
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- 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
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- G—PHYSICS
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- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
- G08G1/096766—Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission
- G08G1/096791—Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission where the origin of the information is another vehicle
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- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
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- G—PHYSICS
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- G08G—TRAFFIC CONTROL SYSTEMS
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- G08G1/16—Anti-collision systems
- G08G1/166—Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes
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- G—PHYSICS
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- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
- G08G1/167—Driving aids for lane monitoring, lane changing, e.g. blind spot detection
Landscapes
- Engineering & Computer Science (AREA)
- Transportation (AREA)
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- Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
Abstract
There is a control system 200 and a method for a host vehicle operable in an autonomous mode. One or more controllers 202 are configured to: determine a manoeuvre requirement indicative of a required manoeuvre of the host vehicle 10; and receive environmental information in the vicinity of said host vehicle. The controllers then determine, in dependence on environment and required manoeuvre, that the manoeuvre cannot be performed while satisfying a first manoeuvring constraint, which may be an obstruction. The controller then performs an intent manoeuvre to signal to another road user its intention in dependence on a second manoeuvring constraint, which may be free space etc., only if the second manoeuvring constraint is different from the first manoeuvring constraint. The intent manoeuvre may be configured to emphasize at least one of: dive; rebound squat or weight transfer. Another embodiment of the invention may relate to a control system for a vehicle that can perform a submissive manoeuvre. The invention further relates to a method of performing the above embodiments and a computer software for performing the method.
Description
VEHICLE CONTROL SYSTEM AND METHOD
TECHNICAL FIELD
The present disclosure relates to a vehicle control system and method. In particular, but not exclusively it relates to a vehicle control system and method for a vehicle operable in an autonomous mode.
Aspects of the invention relate to a control system, a method, a vehicle, computer software, and a non-transitory computer-readable storage medium.
BACKGROUND
It is known for a vehicle to host a system that enables the host vehicle to operate in accordance with a predefined autonomous mode. The host vehicle may be instructed to operate in accordance with the predefined autonomous mode by a user (occupant) of the host vehicle i.e. via an input device at which a user input is received to control operation of the predefined autonomous mode.
The occupant may desire for the speed and path of the host vehicle in the autonomous mode to be appropriate to a driving context. The driving context may relate to factors such as the environment outside the host vehicle. The environment includes infrastructure and other road users (ORUs). The driving context may relate to the specific preferences of the occupant. The driving context may relate to the condition of the host vehicle.
It is an aim of the present invention to address disadvantages of the prior art.
SUMMARY OF THE INVENTION
Aspects and embodiments of the invention provide a control system, a method, a vehicle, computer software, and a non-transitory computer-readable storage medium.
According to a further aspect of the invention there is provided a control system for a host vehicle operable in an autonomous mode, the control system comprising one or more controllers, the control system configured to: determine a manoeuvre requirement indicative of a required manoeuvre of the host vehicle to be performed; receive environment information indicative of the environment in the vicinity of the host vehicle; determine, in dependence on the manoeuvre requirement and the received environment information, that the required manoeuvre cannot be carried out while satisfying a first manoeuvring constraint; determine an intent manoeuvre to signal to another road user the intention of the host vehicle to carry out the required manoeuvre; and cause the host vehicle to complete the intent manoeuvre and the required manoeuvre in dependence on whether at least one second manoeuvring constraint is satisfied; wherein the second manoeuvring constraint associated with the intent manoeuvre is different from the first manoeuvring constraint associated with the required manoeuvre.
This provides the advantage of improved communication between road users. Provision of dynamic cues (intent manoeuvres) to other road users helps the host vehicle to create manoeuvring opportunities, particularly in heavy traffic.
The one or more controllers may collectively comprise: at least one electronic processor having an electrical input for receiving the environment information; and at least one electronic memory device electrically coupled to the at least one electronic processor and having instructions stored therein; and wherein the at least one electronic processor is configured to access the at least one memory device and execute the instructions thereon so as to cause the host vehicle to perform the determining and the causing.
Determining whether the second manoeuvring constraint is satisfied may comprise determining whether another road user performs a submission manoeuvre.
This provides the advantage of improved communication between road users. Recognition of dynamic cues (submission manoeuvres) from other road users helps the host vehicle to identify manoeuvring opportunities and to recognise when to yield to other road users.
The submission manoeuvre may be associated with the another road user creating or maintaining a space for a path for the host vehicle.
If the second manoeuvring constraint is not satisfied, at least the required manoeuvre may be aborted.
The first manoeuvring constraint may be not satisfied, at least in part, because performing the required manoeuvre would force the another road user to change its position in traffic and/or its speed and/or its course.
The intent manoeuvre may be configured to emphasise at least one of: dive; rebound; squat; weight transfer.
This provides the advantage of improved communication with other road users, in a human-recognisable manner. A quick steering or torque output creates a perceptible dive, rebound, squat or weight transfer, to emphasise an intent to stop, speed up, create a space, or take up a space.
If the required manoeuvre is in a first lateral direction the intent manoeuvre may not be in a second lateral direction, and/or if the required manoeuvre comprises one of accelerating or braking the intent manoeuvre may not be the other of accelerating or braking.
This provides the advantage that the intent manoeuvre may be clearer to other road users.
According to a further aspect of the invention there is provided a control system for a host vehicle operable in an autonomous mode, the control system comprising one or more controllers, the control system configured to: receive environment information indicative of the environment in the vicinity of the host vehicle; identify an intent manoeuvre indicative of an intention of another road user to perform a manoeuvre; determine, in dependence on the received environment information and identified intent manoeuvre, a requirement for the host vehicle to modify control of the host vehicle to allow the another road user sufficient space to perform the manoeuvre; determine a submission manoeuvre to signal to the another road user that the host vehicle is allowing the another road user sufficient space to perform the manoeuvre; modify the control to allow the sufficient space; and cause the host vehicle to perform the submission manoeuvre.
The one or more controllers may collectively comprise: at least one electronic processor having an electrical input for receiving the environment information; and at least one electronic memory device electrically coupled to the at least one electronic processor and having instructions stored therein; and wherein the at least one electronic processor is configured to access the at least one memory device and execute the instructions thereon so as to cause the host vehicle to perform the determining, the modifying and the causing.
The submission manoeuvre may be associated with the host vehicle creating or maintaining a space for a path for the other road user.
The submission manoeuvre may be configured to emphasise at least one of: dive; rebound; squat; weight transfer.
The control system may be configured to cause the host vehicle to perform a space creation manoeuvre to create the sufficient space.
If the space creation manoeuvre is in a first lateral direction the submission manoeuvre may not be in a second lateral direction, and/or if the space creation manoeuvre comprises one of accelerating or braking the submission manoeuvre may not be the other of accelerating or braking.
This provides the advantage that the submission manoeuvre may be clearer to other road users.
According to a further aspect of the invention there is provided a method for a host vehicle operable in an autonomous mode, the method comprising: determining a manoeuvre requirement indicative of a required manoeuvre of the host vehicle to be performed; receiving environment information indicative of the environment in the vicinity of the host vehicle; determining, in dependence on the manoeuvre requirement and the received environment information, that the required manoeuvre cannot be carried out while satisfying a first manoeuvring constraint; determining an intent manoeuvre to signal to another road user the intention of the host vehicle to carry out the required manoeuvre; and causing the host vehicle to complete the intent manoeuvre and the required manoeuvre in dependence on whether at least one second manoeuvring constraint is satisfied; wherein the second manoeuvring constraint associated with the intent manoeuvre is different from the first manoeuvring constraint associated with the required manoeuvre.
According to a further aspect of the invention there is provided a method for a host vehicle operable in an autonomous mode, the method comprising: receiving environment information indicative of the environment in the vicinity of the host vehicle; identifying an intent manoeuvre indicative of an intention of another road user to perform a manoeuvre; determining, in dependence on the received environment information and identified intent manoeuvre, a requirement for the host vehicle to modify control of the host vehicle to allow the another road user sufficient space to perform the manoeuvre; determining a submission manoeuvre to signal to the another road user that the host vehicle is allowing the another road user sufficient space to perform the manoeuvre; modifying the control to allow the sufficient space; and causing the host vehicle to perform the submission manoeuvre.
According to a further aspect of the invention there is provided a vehicle comprising any one or more of the control systems described herein.
According to a further aspect of the invention there is provided computer software that, when executed, is arranged to perform any one or more of the methods as described herein.
According to a further aspect of the invention there is provided a non-transitory, computer-readable storage medium storing instructions thereon that, when executed by one or more electronic processors, causes the one or more electronic processors to carry out any one or more of the methods as described herein.
Within the scope of this application it is expressly intended that the various aspects, embodiments, examples and alternatives set out in the preceding paragraphs, in the claims and/or in the following description and drawings, and in particular the individual features thereof, may be taken independently or in any combination. That is, all embodiments and/or features of any embodiment can be combined in any way and/or combination, unless such features are incompatible. The applicant reserves the right to change any originally filed claim or file any new claim accordingly, including the right to amend any originally filed claim to depend from and/or incorporate any feature of any other claim although not originally claimed in that manner.
BRIEF DESCRIPTION OF THE DRAWINGS
One or more embodiments of the invention will now be described, by way of example only, with reference to the accompanying drawings, in which: Fig 1 illustrates an example of a host vehicle; Fig 2A illustrates an example of an electronic controller; Fig 2B illustrates an example of a computer-readable storage medium; Fig 2C illustrates an example of a system; Fig 3 illustrates an example of a method; and Fig 4 illustrates an example of a method.
DETAILED DESCRIPTION
Fig 1 illustrates an example of a vehicle 10 in which embodiments of the invention can be implemented. In some, but not necessarily all examples, the (host) vehicle 10 is a passenger vehicle, also referred to as a passenger car or as an automobile. Passenger vehicles generally have kerb weights of less than 5000 kg. In other examples, embodiments of the invention can be implemented for other applications, such as industrial vehicles.
The host vehicle 10 may comprise any appropriate prime mover (not shown) or a plurality of prime movers. An example of a prime mover is an internal combustion engine.
Another example of a prime mover is an electric motor. The vehicle may be an electric vehicle or a hybrid-electric vehicle.
The host vehicle 10 may be operable in an autonomous mode. The host vehicle 10 may also be operable in a non-autonomous mode.
A control system 200 is shown in Fig 2A which may implement, at least in part, the functionality of the autonomous mode. The control system 200 may implement, at least in part, the functionality of the non-autonomous mode. The control system 200 may comprise means to cause any one or more of the methods described herein to be performed, at least in part.
The control system 200 may comprise one or more (electronic) controllers 202. One controller 202 is shown in Fig 2A.
The controller 202 of Fig 2A includes at least one electronic processor 204; and at least one electronic memory device 206 electrically coupled to the electronic processor 204 and having instructions 208 (e.g. a computer program) stored therein, the at least one electronic memory device 206 and the instructions 208 configured to, with the at least one electronic processor 204, cause any one or more of the methods described herein to be performed.
The control system 200 may be supplied separately from or together with any input devices and any actuators controlled by the control system 200.
Fig 2B illustrates a non-transitory computer-readable storage medium 210 comprising the computer program 208 (computer software).
Fig 20 shows an example of a system 300 for a vehicle such as the host vehicle 10 of Fig 1. The system 300 may implement, at least in part, the functionality of the autonomous mode.
The system 300 comprises the control system 200. The system 300 may comprise one or more actuators for operation by at least the control system 200 in at least the autonomous mode. The actuators may be operably (directly or indirectly) coupled to one or more outputs of one or more controllers of the control system 200.
The actuators may comprise one or more torque control actuators. The torque control actuators are for controlling torque received at one or more road wheels of the host vehicle 10.
The torque control actuators may comprise a brake control actuator 316.
The brake control actuator 316 comprises any appropriate means for controlling a negative torque received by road wheels of the host vehicle 10.
In an implementation, the brake control actuator 316 may comprise a friction brake actuator for applying friction brakes of the host vehicle 10.
The brake control actuator 316 may be operated in dependence on an output signal such as a brake demand signal output from the control system 200, in the autonomous mode.
The torque control actuators may comprise an acceleration control actuator 312.
The acceleration control actuator 312 comprises any appropriate means for controlling a positive torque received by road wheels of the host vehicle 10, for instance means for controlling a torque output of the prime mover.
In an implementation, the acceleration control actuator 312 may comprise a throttle position actuator for controlling an opening degree of a throttle for an internal combustion engine.
The acceleration control actuator 312 may be operated in dependence on an output signal such as a torque demand signal output from the control system 200, in the autonomous mode.
The actuators may comprise a steering control actuator 314. The steering control actuator is part of a steering subsystem of the host vehicle 10, for controlling the direction of the host vehicle 10.
The steering control actuator 314 comprises any appropriate means for controlling a direction of the host vehicle 10, for instance means for controlling a steering angle of front road wheels of the host vehicle 10.
In an implementation, the steering control actuator 314 may comprise a motor for actuating a steering rack of the host vehicle 10. Additionally or alternatively, the steering control actuator 314 may comprise a friction brake actuator, configured to control a braking torque differential between left and right wheels of the host vehicle 10.
The steering control actuator 314 may be operated in dependence on an output signal such as a steering signal output from the control system 200, in the autonomous mode.
One or more of the actuators 312, 314, 316 may be operable automatically by the control system 200 in the autonomous mode. One or more of the actuators may be operable under manual control by a vehicle occupant in the non-autonomous mode.
The system 300 may comprise one or more input devices 304, 306, 308, 310. The input devices may be coupled to one or more inputs of one or more controllers of the control system 200.
The signals to the actuators may be dependent on signals from the input devices.
The input devices may comprise sensing means 306, 308, 310, such as one or more sensor units. The sensing means may enable machine vision for autonomous driving.
The sensing means outputs to the control system 200 environment information indicative of the environment in the vicinity of the host vehicle 10. The environment information is indicative of one or more environment characteristics, e.g. road type, presence of other road users, road markings, road priorities, etc. The sensing means may be configured for or suitable for attachment to the host vehicle 10.
The sensing means may comprise an optical sensor such as a (visual) camera 308. An optical sensor is for imaging in the visible light spectrum.
The sensing means may comprise range detection means 310. The term "range detection means" will be understood to mean any sensing means for detecting sensor data indicative of a range of a target object from the host vehicle 10. The range detection means 310 may comprise a rangefinder. The range detection means 310 may comprise a laser rangefinder. The laser rangefinder may comprise a lidar sensor. The control system 200 with at least one of the sensing means may be arranged to capture a doppler shift in an emitted signal. The sensing means may comprise a radar sensor 306. The sensing means may comprise an ultrasound sensor (not shown).
The system 300 may comprise a plurality of the input devices, each input device representing a different sensing modality. For example, the system 300 may comprise lidar sensors, radar sensors and cameras. This redundancy improves safety and enables autonomous driving in various environments such as driving at night or through fog.
The sensing means may be capable of detecting objects within a first sensing range. The first sensing range may be, at most, a maximum line of sight distance from the sensing means. The first sensing range may be from approximately 80m to approximately 100m from the location of the sensing means.
Objects may be recognised by a classification process (algorithm) of the control system 200.
Objects which may be classified may include one or more of: automobiles; heavy goods vehicles; motorcycles or pushbikes; emergency services vehicles; road signs and their instructions (including temporary street furniture such as traffic cones); and road markings and their instructions. The locations of the objects may be determined, for example using range detection means 310. Which lane the objects are in may be determined. A relative speed between the host vehicle 10 and an object may be determined, which may indicate whether a separation (also referred to as headway, inter-vehicular distance, following distance) from the object is increasing or decreasing and at what rate. The movement of the objects may be tracked using optical flow analysis for example.
The sensing means collectively provide a field of view around the host vehicle 10. The field of view may extend 360 degrees horizontally around the host vehicle 10 or less. The collective field of view also extends vertically by any appropriate amount. The individual sensor units may be located at the front, rear and/or sides of the host vehicle 10. Sensor units may be located at corners of the host vehicle 10. Sensor units may be located on wing mirrors of the host vehicle 10. Some sensor units may be located high on the host vehicle 10, such as above the waist of the host vehicle 10. Some sensor units may be at bumper height or lower.
The input devices may communicate with the control system 200 using any appropriate electronic communication network. Similarly, the actuators may be configured for drive-by-wire operation, therefore communication between the control system 200 and the actuators may also be via any appropriate electronic communication network. Redundancy may be provided by implementing multiple communication networks and/or backup controllers in the control system 200 and/or backup power supplies coupled to independent power sources (e.g. batteries). Example communication networks include a Controller Area Network (CAN), an Ethernet network, a Local Interconnect Network, a FlexRay(TM) network or the like.
The system 300 may comprise a telematics unit 304. The telematics unit 304 may comprise one or more controllers. The telematics unit 304 may be a telematics control unit (TCU). The illustrated TCU does not form part of the control system 200 but it may do in other examples. The TCU may be configured at least to function as a vehicle software update client. The TCU may comprise an antenna arrangement. The antenna arrangement may be configured as a receiver, a transmitter or as a transceiver. This enables software updates to be obtained from a remote (offboard) information source 302 such as a server, another vehicle according to a vehicle-to-vehicle (V2V) communication model, or external infrastructure according to a vehicle-to-infrastructure (V2 I) communication model.
The TCU may be configured to download software-over-the-air (SOTA) updates for installation in the host vehicle 10. Software components for SOTA updates could include at least one of: executable code, configuration data, graphics, map data, dynamic data such as dynamic map data and dynamic traffic data and weather data, audio calibration, multimedia, and firmware.
SOTA updates are received via a wireless communication network, such as a cellular network. The host vehicle 10 may subscribe to a cellular network service. The TCU may comprise a subscriber identity such as an international mobile subscriber identity (IMSI) number, to facilitate access to the cellular network. A subscriber identity module (SIM) may be installed in the host vehicle 10 to enable the TCU to access the IMSI and therefore the cellular network. An operator of the cellular network may associate the IMSI with a customer account and bill the customer for data usage and/or access to the cellular network. Additionally or alternatively, the TCU may comprise means to access a short-range communication network such as a wireless local area network or a wireless personal area network. The TCU may comprise means, such as a universal serial bus interface, for wired communication with the remote information source 302.
Advantageously, SOTA functionality enables the dynamic data to be downloaded while the host vehicle 10 is undergoing a journey. This enables substantially live updates. The telematics unit 304 may be configured to schedule the SOTA downloads from the remote information source 302 according to push or pull methods. Client-server, V2V and/or V2I communication models could be used. The telematics unit 304 may be configured to perform the downloads periodically at a predetermined interval which may depend on the download payload. For instance, the interval for downloading dynamic traffic data may range from the order of minutes to the order of hours. The interval for downloading dynamic map data may range from the order of minutes to the order of months. The interval for downloading non-dynamic data may range from the order of months to the order of years, or it may need to be manually updated at a dealership.
Dynamic traffic data as described above may be obtained via a SOTA update and/or a service provider application programming interface. Dynamic traffic data comprises substantially live information on traffic conditions. For example, the dynamic traffic data may indicate slow moving or stopped traffic. The dynamic traffic data may be associated with one or more metrics associated with traffic density, flow rate, speed, inter-vehicular distance, or journey time. The metrics may indicate a current condition, a change, or an expected condition. The metrics may be associated with particular locations and/or with particular times. Falling speeds/flow rates/inter-vehicular distances and rising densities/journey times are indicators of traffic conditions.
The dynamic traffic data enables a traffic condition to be determined. The traffic condition could be determined by comparing a current condition with a change or expected condition. A traffic condition could be determined when at least one threshold is passed such as an absolute or relative threshold. The relative threshold could be a statistical significance threshold, for example.
The dynamic traffic data may have sufficient resolution, granularity and/or detail to enable the traffic condition to be associated with a specific lane of a highway, from a plurality of lanes for travel in a same direction. This enables certain lanes to be avoided before a traffic queue is reached.
Dynamic map data as described above may comprise information that enables map data stored onboard the host vehicle 10 to be supplemented. The map data may be used by the control system 200 and/or a navigation subsystem of the host vehicle 10 for route planning. Map data indicates at least roads and junctions. Locations may be indicated by map data via global position coordinates. The navigation subsystem may be configured to receive user navigation inputs defining navigation constraints. Navigation constraints may comprise one or more of a destination, a waypoint, a navigation route or acceptable routes, an avoidance setting (e.g. avoidance of toll roads), a target to be reduced/minimised such as minimum distance or minimum travel time, or a target to be achieved such as a time of departure or arrival. Once a navigation route has been selected, the selected navigation route may impose navigation constraints on the autonomous mode, to enable autonomous navigation.
The dynamic map data and dynamic traffic data may be compatible with said map data.
Dynamic map data may comprise indications of at least one of the following conditions: traffic conditions such as roadworks and/or lane closures; speed limit changes such as variable speed limit changes imposed by permanent variable speed limit systems; weather conditions; or road surface conditions. Examples of roadworks include road closures, lane closures and traffic diversion routes. Examples of lane closures include blocked lanes, whether caused by roadworks, broken down vehicles or other causes. Examples of road surface conditions include potholes, loose or broken surface material, low friction hazards (e.g. ice or spilled liquids), or objects in the road (e.g. lost cargo). The indications may specify one or more locations such as where the condition starts and/or ends. The indications may specify which lane or lanes the condition applies to. The indications enable certain lanes or roads to be avoided before a traffic queue is reached. The above indications may be available by analysis of data from the sensing means, however for a much shorter range. Indications from multiple sources, such as the dynamic map data and the sensing means, may be combined to improve certainty.
The map data, dynamic map data and/or dynamic traffic data may comprise a fine level of granularity. For example, the individual lanes for travel in a same direction on a highway may be distinguishable The map data and/or dynamic map data may comprise a high level of detail. For example, indications of road markings and/or road sign (traffic sign) information may be distinguishable from the data. Distinguishable road markings may comprise indications of lane boundaries. Distinguishable lane boundaries may be indicated by lane boundary markings in the data or may be indirectly indicated by lane centre position information in the data. The map data and/or dynamic map data may be of any suitable format that enables an identification of an instruction regarding a lane, a junction, a right of way (priority) or caution.
The control system 200 may further be configured to determine a highway law applicable to the host vehicle's current location and/or to a planned location or route of the host vehicle 10. The control system 200 may be configured to apply information associated with the applicable highway law to correctly identify instructions from the map data and/or dynamic map data. For example, if a planned route is in the United Kingdom the control system 200 may be configured to recognize road markings or traffic (road) sign information in a manner that corresponds to the requirements of the Highway Code. This is advantageous because the same road markings or signs can have different legal meanings in different highway jurisdictions.
The additional detail from the map data and/or dynamic map data may enable not only improved route planning by a navigation subsystem, but also improved path planning for the autonomous mode. For example, the control system 200 may process the map data and/or dynamic map data to determine which lanes the host vehicle 10 will travel on at which points on a journey. The control system 200 may further determine when lane changes may need to occur as directed by road signs or other information from the data. Certain lanes can be avoided or moved out of before a traffic queue is reached. Further, the dynamic data may define a second sensing range of machine vision, farther than the first sensing range. For example, the dynamic data may at least cover an entire route planned by the navigation subsystem and may cover one or more alternative routes in case of a later route recalculation. This enables certain lanes or roads to be avoided. The dynamic data may cover a regional, national or even international area. However, a greater coverage area may adversely affect a time taken to download updated dynamic data.
The input devices may define one or more sensing modes for detecting objects or contexts such as road markings, road signs or traffic conditions, etc. The map data/dynamic data may define a further sensing mode for detecting at least some of the same objects or contexts. Therefore, some objects and contexts can be determined from plural modes of information.
The control system 200 may be configured to aggregate the multi-modal information and process the aggregated data to increase a confidence score of at least one property of the object or context. The property may relate to a presence or absence of the object or context, its location, its size, or anything else useful for autonomous mode driving. This advantageously enables a realistic indication of a driving context within at least the first sensing range. A required manoeuvre may only be performed if the confidence score is above a threshold.
A decision to perform a manoeuvre may be made on the basis of information from a longer-range low-trust sensing mode such as map data and/or dynamic data, but it may be required that the information leading to the decision is subsequently verified using a shorter-range high-trust sensing mode such as the sensing means, for the manoeuvre to be performed. For example, information from the sensing means may be used to verify that information from the map data/dynamic data is accurate, before one or more planned manoeuvres are performed. The longer-range low-trust sensing mode may correspond to map data and/or dynamic data. The shorter-range high-trust sensing mode may correspond to one or more of the above-described sensing means.
Other dynamic data that may be obtainable by the control system 200, e.g. via the TCU, may include dynamic traffic data indicative of an emergency services vehicle location. The dynamic traffic data may indicate if an emergency services vehicle is approaching. This provides advance warning for the host vehicle 10 to manoeuvre out of a position in which it would obstruct the emergency services vehicle. The data may be received from client-server, V2V and/or V2I communication.
The host vehicle 10 may additionally comprise at least one human-machine interface (HMI) (not shown), facilitating access to one or more of the functions of the control system 200 described herein, and/or for presenting one or more outputs of the control system 200 described herein to the occupant (e.g. driver). The presentation may use visual means, audio means or any other appropriate means. User inputs to the HMI may be via touch, gesture or sound-based commands, or any other appropriate means. The HMI may comprise one or more of an output HMI, an input HMI, or an input-output HMI. Examples of output HMI in a vehicle include a centre console display, an instrument cluster display, audio speakers, a head-up display, a rear seat occupant display, a haptic feedback device, or the like. Examples of input HMI include touchscreens, manual actuators such as buttons and switchgear, and sensors for speech command recognition or non-touch gesture recognition. The input HMI may be close to a driver's seat. Advantageously, some input HMI may be located on the steering wheel.
A handover process may be implemented for initiating the autonomous mode, which will now be described. The control system 200 may be configured to receive at least one signal indicative of a suitability of initiation of the autonomous mode. The received signal may be indicative of a vehicle characteristic. The received signal may be indicative of a user characteristic. The received signal may be indicative of an environment characteristic. The received signal may be from the sensing means, or from another part of the control system 200 such as an algorithm that processes the map data and/or dynamic data.
The control system 200 may be configured to cause output of an availability signal indicative of an availability of the autonomous mode in dependence on the received signal, for example for presentation to the occupant via an HMI. If no availability signal is output, the host vehicle 10 is not operable to enter the autonomous mode. The control system 200 may be configured to determine whether to transmit the availability signal in dependence on at least one of the vehicle characteristic, the user characteristic, or the environment characteristic. One or more criteria associated with one or more of the characteristics may need to be satisfied, for the availability signal to be transmitted. An indication of the availability signal may be continuously presented to the occupant until at least one of the criteria is no longer satisfied. The availability signal may be continuously presented to the occupant until a user input is received in response to the availability signal. Examples of the user input and examples of the criteria are defined below.
The control system 200 may be configured to receive the user input in the form of a user activation signal indicative of the occupant's request to initiate the autonomous mode in response to the availability signal. The user input may be made via HMI. The user activation signal may be received during driving of the host vehicle 10, in other words while the host vehicle 10 is in a travelable state. For example, the host vehicle 10 may be in the non-autonomous mode. The control system 200 may be configured to output a driving mode signal to cause the host vehicle 10 to initiate the autonomous mode in response to the user activation signal. Initiating the autonomous mode may comprise a transition phase during which control of vehicle movement is transitioned away from the occupant to the control system 200. A duration of the transition phase may be dependent on one or more of the vehicle characteristic, the user characteristic or the environment characteristic to ensure a smooth transition.
The environment characteristic may be indicative of an environment external to the host vehicle 10 and in the vicinity of the host vehicle 10. The environment may be a driving environment. The driving environment may be a current driving environment while the host vehicle 10 is being driven. The driving environment may be indicative of a type of road on which the host vehicle 10 is driving. Optionally, the control system 200 may be configured not to transmit the availability signal unless at least the environment characteristic satisfies a road type criterion. The environment characteristic may be indicative of other environments too.
The road type criterion may be satisfied if the environment characteristic is indicative that the host vehicle 10 is travelling on a required type of road. The required type may be a motorway. Articles 1(j) and 25 of the Vienna convention on road traffic define the term motorway. A motorway may be referred to as a freeway or highway in some countries. The term 'highway' is used in this document. For those countries which have not ratified the above convention, their highways are defined herein as those which possess many or all of the following characteristics of a highway: - Use of the road is prohibited to pedestrians, animals, cycles, mopeds unless they are treated as motor cycles, and all vehicles other than motor vehicles and their trailers, and to motor vehicles or motor-vehicle trailers which are incapable, by virtue of their design, of attaining on a flat road a speed specified by domestic legislation. This indication may be provided by a road sign; - Drivers are forbidden to have their vehicles standing or parked elsewhere than at marked parking sites; if a vehicle is compelled to stop, its driver shall endeavour to move it off the carriageway and also off the flush verge and, if he is unable to do so, immediately signal the presence of the vehicle at a distance so as to warn approaching drivers in time; - Drivers are forbidden to make U-turns, to travel in reverse, and to drive on to the central dividing strip, including the crossovers linking the two carriageways; - Drivers emerging on to a motorway shall give way to vehicles travelling on it; -The road is specially signposted as a motorway; - The road does not cross at level with any road, railway or tramway track, or footpath; - The road does not serve properties bordering on it; The road is provided, except at special points or temporarily, with separate carriageways for the two directions of traffic, separated from each other either by a dividing strip not intended for traffic.
The road type criterion may not be satisfied if the road is of another type and/or does not possess all or at least certain ones of the above characteristics. For example, some roads are main roads that possess many of the above characteristics but allow pedestrians and non-motorized vehicles to use the roads. The availability signal may not be transmitted for such roads.
In other examples, the required type of road may be another type of road rather than a highway, or the requirement may merely be that the host vehicle 10 is not on a certain type of road such as a minor or urban road. Optionally, the road may be required to possess multiple lanes in a direction of travel of the host vehicle 10 to satisfy the road type criterion.
In other examples, there may be no road type criterion for entering the autonomous mode.
The driving environment such as the type of road may be determined directly from metadata in the map data. The metadata may be indicative that the road is a highway. Alternatively, the required type may be determined indirectly from indications that the road possesses one or more of the above characteristics. Indications of the above characteristics may be determined by recognition of relevant road signs or road markings conveying these requirements, or by recognition of infrastructure such as a dividing strip. This may be detected by the sensing means and recognized by an object classification algorithm or determined from the map data or dynamic map data.
The environment characteristic may be indicative of a current weather condition in the vicinity of the host vehicle 10 or an upcoming weather condition to be encountered by the host vehicle 10. Information indicative of a weather condition may be indicative of rain falling on the host vehicle 10. The information may be indicative of the presence of snow or ice on the ground. The information may be indicative of at least one of a temperature, a humidity, a wind speed, a visibility, atmospheric pressure, precipitation. The control system 200 may be configured to not output the availability signal unless at least one weather criterion is satisfied. weather criterion may be satisfied if an indicated weather condition is a predetermined acceptable weather condition or is not a predetermined unacceptable weather condition. A weather criterion may be satisfied if an indicated temperature is within a predetermined acceptable temperature range. A weather criterion may be satisfied if an indicated humidity is within a predetermined acceptable humidity range. A weather criterion may be satisfied if an indicated atmospheric pressure is within a predetermined acceptable pressure range. The weather condition may be determined from a sensor on the host vehicle or from information downloaded from an offboard weather service.
The user characteristic may be indicative of a current user characteristic of the occupant of the host vehicle 10 while the host vehicle 10 is being driven by the occupant. The user characteristic may be indicative of an awareness of the occupant of the vehicle. Information indicative of the awareness of the occupant may be obtained from one or more user sensors (not shown). The one or more user sensors may comprise at least one of a camera 308 and a physiological sensor to capture data indicative of the awareness of the occupant. The control system 200 may be configured not to output the availability signal unless at least one awareness criterion is satisfied. The occupant's awareness may need to be above a predetermined awareness threshold to satisfy the awareness criterion. In an implementation, the awareness may be quantified by numerical indicators such as a frequency or length of time for which the occupant's gaze has not been within a predefined area associated with driving, a blink rate, a head pose angle, or the like. In other words, the autonomous mode may be unavailable to the occupant of the host vehicle 10 if the occupant is not sufficiently aware to be able to resume control of the host vehicle 10 from the autonomous mode if required. In some examples, the occupant characteristic may relate to a physiological state. To satisfy a physiological criterion for the availability signal, quantifiable indicators such as heart rate or brain activity may be detected using one or more biometric sensors.
The user characteristic may be indicative of a separation of at least a part of the occupant from one or more controls of the host vehicle 10. For example, the user characteristic may be indicative of whether one or more hands of the occupant are on the steering wheel. The availability signal may be determined not to be output unless at least a non-separation criterion is satisfied. The non-separation criterion may be satisfied if one or more hands of the occupant are on the steering wheel.
The vehicle characteristic may be indicative of a current vehicle characteristic of the host vehicle 10 while the host vehicle 10 is being driven. The vehicle characteristic may be indicative of a current speed of the host vehicle 10. Information indicative of the current speed could be obtained from a speed sensor (not shown). The availability signal may be determined not to be output unless at least a speed criterion is satisfied. The speed criterion may be satisfied if an indicated current speed of the host vehicle 10 is within a predetermined acceptable speed range, such as less than an upper limit of about 130 kilometres per hour. Other vehicle characteristics may be checked too such that the availability signal is determined not to be output in one or more of the following situations: a tyre pressure is outside a predetermined acceptable range; an oil level is below a predetermined threshold; a fuel level is below a predetermined threshold; the host vehicle 10 is towing; a loaded weight of the host vehicle 10 exceeds a predetermined threshold; or a state of health of one or more components of the host vehicle 10, e.g. a traction battery, is outside a predetermined acceptable state of health.
The vehicle characteristic may be indicative of a detection range of one or more of the sensing means. The detection range may be less than the first sensing range in certain conditions, particularly weather conditions such as fog. The availability signal may be determined not to be output unless at least a detection range criterion is satisfied. The detection range criterion may be satisfied if the received signal is indicative that the detection range of the one or more sensing means is greater than a predetermined range threshold.
The autonomous mode may be unavailable to the occupant of the host vehicle 10 if the detection range of the one or more sensors does not meet the predetermined range threshold.
Once the transition phase is entered, control of the host vehicle 10 moves away from the occupant and to the control system 200 of the host vehicle 10. The transition phase may comprise modifying a vehicle movement in preparation for the end of the transition phase. For example, a steering of the host vehicle 10 may be controlled autonomously during the transition phase to substantially centre the host vehicle 10 within a lane of the road. A braking torque of the host vehicle 10 may be controlled autonomously during the transition phase to control a distance of the host vehicle 10 from a further vehicle ahead of the host vehicle 10 along a road. During the transition phase, the host vehicle 10 may also continue to respond to manual control inputs from the occupant. As the transition phase progresses, the host vehicle 10 may become less responsive to user control until the host vehicle 10 is controlled fully autonomously in the autonomous mode. The occupant is informed of progress through the transition phase by the transition signal described hereinbefore.
Once the transition phase is complete, the control system 200 controls the host vehicle 10 in the autonomous mode. SAE International's J3016 defines six levels of driving automation for on-road vehicles. The term autonomous mode as used herein will be understood to cover any of the SAE levels three or higher, such that the control system 200 will control all aspects of the dynamic driving task. At levels four or five, one or more aspects of one or more of the handover processes described herein for transitioning to and/or from the autonomous mode may not be implemented.
Driver-assistance functions such as cruise control, adaptive cruise control,a lane change assistance function, or a lane keeping function, are at a lower level of autonomy than the autonomous mode.
In the autonomous mode the occupant may not be required to keep one or more hands on the steering wheel, so a monitoring step requiring the occupant to keep one or more hands on the steering wheel may be omitted. In other implementations, the autonomous mode may require the monitoring step. Whether the hand(s) are on the steering wheel may be determined using any appropriate sensing means such as a touch sensor or camera or steering wheel torque/angle sensor. The monitoring may be performed periodically or continuously. If the hands are not on the steering wheel, one or more prompts may be issued.
The host vehicle 10 may comprise a driver distraction function. One or more distraction criteria associated with the driver distraction function may be inhibited upon entering the autonomous mode. For example, in the non-autonomous mode the driver distraction function may alert the occupant when their gaze points outside a predetermined area such as the windscreen. The alert may be transmitted when the gaze is outside the predetermined area for a threshold duration and/or frequency. In the autonomous mode the driver distraction function may be disabled or the predetermined thresholds may be modified to become more permissive.
While the host vehicle 10 is in the autonomous mode, one or more algorithms are implemented for controlling speed and/or direction of the host vehicle 10. The control system 200 transmits the output signals to the actuators in dependence on the algorithms. The algorithms may comprise at least some of: a lane centring algorithm; a lane change algorithm; a path planning algorithm; a speed control algorithm; a machine learning algorithm. The algorithms may be context-aware. The algorithms may process information from one or more of the sensing means: map data; dynamic data; and navigation constraints. For example, the algorithms may be traffic-aware from the dynamic traffic data. The algorithms may interoperate with each other to determine the output signals. The algorithms may plan variations of the output signals over a future period of driving.
Algorithms for autonomous driving are known and include regression algorithms, classification algorithms, clustering, and decision matrix algorithms. Cost or loss functions may be employed to find optimal paths and speeds and minimize risk to humans.
The lane centring algorithm is for keeping the host vehicle 10 within a predetermined lateral position (target lane position) within lane lateral edges (lane boundaries). The lane boundaries may be identified by specific road markings under the relevant highway law. If road markings are not visible, for instance due to faded paint, a putative lane and/or its boundaries may be identified based on detection of a traffic corridor of other road users driving in a detected consistent manner, e.g. in lines.
The lane position may be off-centre on occasion, dependent on detected characteristics such as environment characteristics, e.g. other road users or infrastructure proximal to a lane boundary. This provides a reassuring separation between the host vehicle 10 and lateral objects. A minimum separation from one or both lane boundaries may be maintained. The minimum separation may be around 0.3 to 0.6 metres from the nearside boundary, optionally 0.5 metres.
The lane change algorithm may be for keeping the host vehicle 10 within a nearside lane if required by applicable highway law. The lane change algorithm may enable the host vehicle 10 to manoeuvre from a first lane to a second lane to avoid detected traffic. The lane change algorithm may enable the host vehicle 10 to implement a vehicle overtaking function to overtake another road user. The lane change algorithm may enable the host vehicle 10 to change lanes to follow a navigation route. A turn signal/indicator of the host vehicle 10 may be flashed automatically just before the lane change is performed.
Keeping the host vehicle 10 within a nearside lane may be the responsibility of a nearside bias function of the lane change algorithm. The nearside bias function may require a nearside lane to be selected in normal driving conditions. The nearside bias function may comprise one or more parameters that define constraints to be met. The constraints may be for lane hogging avoidance. An example constraint may be to delay changing lane from a nearside lane to an offside lane to overtake other road users until the overtake can be performed within a threshold time. A related constraint may be to change lane from the offside lane back to the nearside lane following an overtake as soon as possible. The threshold time may be the time spent outside the nearside lane without overtaking another road user in the nearside lane. The threshold may depend on applicable highway law but tends to be of the order of tens of seconds rather than minutes.
Whether a lane change is performed may depend on a space availability signal indicative of a presence of a space in front of or behind another road user of a size sufficient to accommodate the host vehicle 10, should the host vehicle 10 need to change lanes to occupy that space. The space availability signal may be determined in dependence on inputs from the sensing means. The space availability signal may affect where, when and/or how fast a manoeuvre is performed. For example, the space availability signal may be used by the speed control algorithm when the lane change algorithm determines a requirement for a lane change. The space may be in a target lane for the lane change. The space may be between a lead (downstream) other road user and a rear (upstream) other road user. The space may be a current or expected space. The control system 200 may be configured to determine if the expected space will have a size sufficient to accommodate the host vehicle 10 at a predetermined time in the future. Determination of the expected space may depend on a detected indication of a relative speed of the other road user or users. The speed may be controlled in dependence on the space availability signal, for example to ensure that the space in front of and behind the host vehicle 10 is of a sufficient, e.g. above-threshold, detected size. The threshold size is an example of a manoeuvring constraint to be satisfied before the manoeuvre can be performed. The threshold may depend on the speed of the host vehicle 10. The speed of the host vehicle 10 may be controlled before the lane change.
The speed may be controlled to be close to a speed of a lead other road user, a speed of a rear other road user, or between both.
The path planning algorithm may be for planning a specific path to be followed. Planning the path comprises determining one or more manoeuvre requirements indicative of required manoeuvres of the host vehicle 10. A manoeuvre is defined herein as a change of speed or course. Changing course may be performed using the steering control actuator.
Absent of navigation constraints, the path may follow the highway as far as possible. With navigation constraints, the path may follow those portions of the navigation route during which the autonomous mode is on or available. The path may extend beyond the first sensing range. The portion of the path within the first sensing range may be optimised. Examples of optimisations include reducing/minimizing targets such as derivatives of velocity (acceleration, jerk) when steering the host vehicle 10. Cost functions or the like may be used to perform optimisations.
The speed control algorithm is for planning a required speed of the host vehicle 10 to be followed using the torque control actuators. The speed control algorithm may enable functions such as adaptive cruise control, overtaking speed boost, and lane changes. The speed control algorithm may also be for complying with a speed limit detected using road sign recognition or map data. The speed may be controlled in advance of traffic conditions beyond the first sensing range, indicated for example by the dynamic data. The speed control algorithm may determine a speed to maintain a required separation from a lead object and/or rear road user, i.e. a required headway, in accordance with adaptive cruise control methodologies.
The machine learning algorithm is for controlling one or more parameters of one or more of the other algorithms, in dependence on information indicative of past use of the host vehicle 10. The information may be indicative of past use of the host vehicle 10 in the autonomous mode and/or the non-autonomous mode. The information may be indicative of inputs such as steering inputs, acceleration inputs and braking inputs. The information may be indicative of environment characteristics. The information may be associated with information from the sensing means. The information may be associated with traffic conditions, road works or the like. The information may be indicative of locations of the past use. The information may be indicative of a temporal pattern of use of the host vehicle 10. For example, the times of the past use may have been recorded. The temporal pattern may enable locations visited at a recurring time and/or day and/or date to be established, such as a workplace. The information may be used for training of the machine learning algorithm. Machine learning enables an optimization of vehicle behavior for repeated journeys. Further, at least some of the parameters may be user-settable using HMI according to preference.
Whether a manoeuvre is performed may be subject to one or more manoeuvring constraints. If a manoeuvring constraint cannot be satisfied, the path planning algorithm may need to modify the manoeuvre or an abort condition for aborting the manoeuvre may even be satisfied. In an example, the abort condition may be satisfied when the cost of performing the manoeuvre is high. The abort condition may be satisfied when the cost of performing the manoeuvre is higher or a threshold amount higher than the cost of performing a different manoeuvre. If an abort condition is satisfied, the manoeuvre is not performed. The abort conditions may be checked just before performing the manoeuvre. An example check for satisfaction of the abort condition comprises continually detecting objects as described above. An object may render an intended manoeuvre or already planned path inappropriate. A static object obstructing the path may be such an object. Examples include roadworks or debris intersecting the path. Another road user, whether moving or not, may also render the manoeuvre or path inappropriate. The check may be dependent on an expected trajectory of the other road user relative to the planned path of the host vehicle 10. If the other road user is predicted to need to change its speed and/or course as a result of the manoeuvre by the host vehicle 10, the abort condition may be satisfied. The check may depend on detection of signals of intent from the other road users such as turn signals. If an abort condition is satisfied, the host vehicle 10 may remain in the autonomous mode and the speed and/or path may be re-planned accordingly.
In certain circumstances, the autonomous mode may need to hand control at least partially back to the occupant by switching to the non-autonomous mode. The non-autonomous mode may be entirely non-autonomous or may be less autonomous than the autonomous mode. The non-autonomous mode may require manual control or at least supervision by a human driver. The non-autonomous mode may comprise one or more driver assistance functions. For example, the non-autonomous mode may comprise at least one of the following functions: cruise control; adaptive cruise control; lane keeping assistance; braking assistance; overtaking assistance; parking assistance.
The control system 200 may be configured to receive at least one further signal indicative of a requirement to switch from the autonomous mode to the non-autonomous mode. The further signal may be indicative of a vehicle characteristic. The further signal may be indicative of a user characteristic. The further signal may be indicative of an environment characteristic. The further signal may be from the sensing means, or from another part of the control system 200 such as an algorithm that processes the map data and/or dynamic data.
The control system 200 may be configured to cause output of a user prompt signal in dependence on the further signal, for example if it is determined that a required highway exit junction approached by the host vehicle 10 is within a threshold driving time and/or distance. The user prompt signal may prompt the occupant to take an action to enable the host vehicle 10 to transition out of the autonomous mode. If the occupant takes the prompted action, the host vehicle 10 transitions out of the autonomous mode. If the occupant does not take the prompted action, the occupant may be determined to be non-responsive which is an internal hazard associated with the host vehicle 10, therefore the control system 200 may determine a requirement to stop the host vehicle 10 and cause the host vehicle 10 to stop accordingly.
In some examples, the requirement to stop may be determined before the user prompt signal is output, for example in dependence on a vehicle characteristic, user characteristic and/or environment characteristic. For example, a failure of a vehicle component may have occurred or the occupant may be unconscious.
The user prompt signal may be presented to the occupant via HMI. The control system 200 may be configured to receive a user readiness signal from the occupant in response to the user prompt signal. The user readiness signal may be transmitted in dependence on user actuation of HMI or a vehicle control such as the steering wheel. In one example, the HMI comprises a plurality of input HMIs on the steering wheel. The input HMI may comprise buttons or any other appropriate means. The input HMIs may be located at left and right sides of the steering wheel with reference to a centred steering wheel, i.e. no steering lock applied. The input HMIs may be located such that at least one digit of each the occupant's hands can remain at least partially hooked over the circumferential tube-like member of the steering wheel, at 9 o'clock and 3 o'clock or 10 o'clock and 2 o'clock positions, when the input HMIs are actuated by the occupant's hands. The input HMIs may need to be pressed concurrently and/or for a threshold duration.
Additionally or alternatively, the user readiness signal may be transmitted in dependence on user actuation of a vehicle control such as the steering wheel, accelerator pedal or brake pedal. For example, turning the steering wheel or depressing the pedal by more than a threshold amount causes the user readiness signal to be transmitted. In other examples, the HMI could take any other appropriate form.
The control system 200 may be configured to determine whether a user readiness signal has been received within a predetermined period of time from the user prompt signal. For example, the predetermined period of time may be from the range approximately 10 seconds to several minutes, depending on the required trade-off between user reaction time and maximum autonomous mode driving time. If the autonomous mode is for highway driving only, the predetermined period of time may be longer, in the order of minutes rather than seconds. For example, the predetermined period of time may be two or more minutes. The predetermined period of time may depend on the level of autonomy of the host vehicle 10, and may be greater for level four than for level three. The predetermined period of time may vary in use in dependence upon the vehicle characteristic, the user characteristic and/or the environment characteristic. The predetermined period of time may be settable by the occupant although may not be below a minimum time. The control system 200 may be configured to output one or more reminder signals for presentation to the occupant via HMI, between transmitting the user prompt signal and receiving the user readiness signal. For example, the reminder signal may comprise at least one of an audible alert, a haptic alert, a visual alert. A characteristic of the reminder signals such as a frequency, volume, number of output HMIs employed, may vary for each subsequent reminder signal. In an implementation, the user prompt signal at 0 seconds causes an audible instruction, a first reminder signal at 20 seconds causes another audible instruction, and subsequent reminder signals at 30, 40, 50 seconds etc., each cause a combination of an audible instruction, and haptic pulses through the driver's seat and/or steering wheel.
The environment characteristic, vehicle characteristic and/or user characteristic may be as described above, wherein the user prompt signal is transmitted if one or more of the criteria described above are no longer satisfied. Additionally or alternatively, different environment characteristics, vehicle characteristics and/or user characteristics may be defined for the determination whether to transmit the user prompt signal.
Regarding the environment characteristic, the control system 200 may be configured to transmit the user prompt signal in response to a current or upcoming change of driving environment. The upcoming change may be within a threshold distance or driving time. The change may be caused by non-satisfaction of the road type criterion and/or weather criterion as described above. Additionally or alternatively the change may be caused by detection of one or more of: a traffic light on the road; a toll booth on the road; an off-ramp from the road for following a navigation route. The off-ramp may specifically be for leaving a highway onto a minor road, rather than for transitioning from one highway to another highway.
Regarding the user characteristic, the control system 200 may be configured to transmit the user prompt signal in response to a changed user characteristic. For example, the change may be caused by non-satisfaction of the awareness criterion and/or the physiological criterion. In an implementation, the user prompt signal may be transmitted if the occupant is drowsy or unconscious.
Regarding the vehicle characteristic, the control system 200 may be configured to transmit the user prompt signal in response to a changed vehicle characteristic. For example, the change may be caused by non-satisfaction of the detection range criterion or any other of the criterion or situations described earlier. Additionally or alternatively, the change may be caused by a determination of a fault with the host vehicle 10, which is defined as a type of internal hazard associated with the host vehicle 10. The fault may be caused by one or more of: power failure; communication failure; or sensing means failure. The power failure may comprise an electrical power failure such as a failure of the power supply and/or backup power supply. The power failure may comprise a mechanical power failure such as an inhibited availability of propulsive torque from the prime mover, which may be caused by the prime mover becoming inoperable or entering a limp home mode. The mechanical power failure may correspond to a failure of a drivetrain component such as the transmission or differential. The mechanical power failure may correspond to a failure of an actuator with a responsibility for the dynamic driving task in autonomous mode. The power failure may comprise failure of headlamps at night. The communication failure may comprise a failure of one or more of the electronic communication networks. The communication failure may comprise a failure of one or more controllers with a responsibility for the dynamic driving task in autonomous mode. The communication failure may comprise a failure of a domain controller. The sensing means failure may comprise a failure of one or more of the sensing means. The fault may trigger a determination that the host vehicle 10 is to stop. The user prompt signal may be transmitted to enable the occupant to control how the host vehicle 10 is stopped. The control system 200 may be configured to stop the host vehicle 10 without driver intervention.
Various methods will now be described for being performed during autonomous driving in the autonomous mode. At least some of the methods are in accordance with one or more aspects of the present invention. The control system 200 could be configured to implement one or more of the methods. Computer software could be configured to, when executed, perform one or more of the methods via the control system 200.
With reference to Fig 3, there is provided a method 14000 for the host vehicle 10 operable in the autonomous mode (and, in some examples, operable in the non-autonomous mode), the method comprising: determining 14002 a manoeuvre requirement indicative of a required manoeuvre of the host vehicle 10 to be performed; receiving 14004 environment information indicative of the environment in the vicinity of the host vehicle 10; determining 14006, in dependence on the manoeuvre requirement and the received environment information, that the required manoeuvre cannot be carried out while satisfying a first manoeuvring constraint; determining 14008 an intent manoeuvre to signal to another road user the intention of the host vehicle 10 to carry out the required manoeuvre; and causing 14010 the host vehicle 10 to complete the intent manoeuvre and the required manoeuvre in dependence on whether at least one second manoeuvring constraint is satisfied; wherein the second manoeuvring constraint associated with the intent manoeuvre is different from the first manoeuvring constraint associated with the required manoeuvre.
This assertive intent manoeuvre may help the autonomous vehicle to create manoeuvring opportunities, even in heavy traffic. The principles herein may be applicable to a highways-only autonomous mode, or an autonomous mode for a variety of road types.
Block 14002 comprises determining a manoeuvre requirement indicative of a required manoeuvre of the host vehicle 10 to be performed.
The required manoeuvre may be any manoeuvre that requires the host vehicle 10 to change its current speed or course or position in traffic, or a combination thereof. The manoeuvre may be required by one of the above described algorithms, such as the lane change algorithm.
The manoeuvre may be required by a navigation constraint and/or an environment characteristic from the environment information.
The manoeuvre may be to change lanes, to drive around an obstacle such as a parked vehicle, to enter a junction such as a roundabout, to enter a road from a slip road, or the like.
Block 14004 comprises receiving the environment information indicative of the environment in the vicinity of the host vehicle 10. The environment information may be from the sensing means. Information about objects, roads and other road users may be derived from the environment information.
Block 14006 comprises determining, in dependence on the manoeuvre requirement and the received environment information, that the required manoeuvre cannot be carried out while satisfying one or more constraints. The one or more constraints comprises at least a first manoeuvring constraint.
The one or more constraints may comprise one or more performance indices (cost functions). The first manoeuvring constraint may relate to at least one of the performance indices. Exclusive use of the first manoeuvring constraint of the one or more constraints can make the behaviour of the host vehicle 10 unusually unassertive compared to human drivers.
A detectable example in which the required manoeuvre cannot be carried out while satisfying the first manoeuvring constraint may comprise a traffic conflict. A traffic conflict comprises a situation in which an expected path of the host vehicle 10 and a current or expected path or location of another road user intersect each other, in such a way that the host vehicle 10 and the other road user would collide if they continued along their respective paths. The path of the other road user may be determined in dependence on tracking their trajectory and associating the trajectory with one or more available paths for the other road user. The speeds and/or rates of closure of the host vehicle 10 and the other road user may be determined to determine whether the paths intersect.
The first manoeuvring constraint may be capable of being satisfied in dependence on determining the absence of a traffic conflict, and not capable of being satisfied in dependence on determining the presence of a traffic conflict.
The first performance index may be configured such that the cost of continuing with the required manoeuvre and not yielding, is higher than yielding to the other road user. This would make the host vehicle 10 unassertive in traffic conflicts.
Yielding comprises creating or maintaining a space for the path of a road user, in other words not starting an action or aborting an action that is associated with the traffic conflict.
Not yielding comprises starting or continuing an action or path associated with the traffic conflict such that the non-yielding road user blocks progress of the other vehicle involved in the traffic conflict.
The traffic conflict may be determined in dependence on traffic priority information indicative of which road users have priority. The traffic conflict may be determined in dependence on path information indicative of a path of the other road user.
The traffic priority information may indicate whether the host vehicle 10 has priority over the other road user. The traffic priority information may indicate whether the other road user has priority over the host vehicle 10.
The traffic priority information may be determined in dependence on the environment information and/or the map data. The traffic priority information may be dependent on one or more of: a location of an obstacle such as a parked car; road markings such as lane boundaries; road sign information, etc. The host vehicle 10 may be determined not to have priority other the other road user in at least one of the following situations: the host vehicle 10 has to deviate its path to avoid an obstacle whereas the other road user does not have to deviate its path to avoid the/an obstacle; the host vehicle 10 has to cross a lane boundary whereas the other road user does not; a road sign indicates the host vehicle 10 to yield to the other road user. Whether the other road user has priority may be determined in an equivalent way.
The traffic conflict may be determined in dependence on the traffic priority information when at least one of the following is determined: both the host vehicle 10 and the other road user are determined to have priority over the other; a failure to identify which of the host vehicle 10 and the other road user has priority over the other has occurred; or one of the vehicles has priority over the other but priority is re-negotiable (discussed below).
The traffic conflict may not be determined if one of the vehicles has priority over the other but priority is not re-negotiable. This distinguishes non-deterministic traffic management in which traffic conflicts may arise, from deterministic traffic management such as traffic lights in which there is no 'conflict' as such. Non-deterministic traffic management enables road users to communicate with each other to manage traffic conflicts in which priority can be negotiated or re-negotiated (e.g. priority narrowing, chicanes, unmarked junctions). Deterministic traffic management comprises instructions establishing priority which must be obeyed, such that priority cannot be re-negotiated. The distinction between negotiable and non-negotiable priority may be made in dependence on road marking and/or road sign recognition, for example recognition of a red traffic light.
The path information associated with the path of the other road user may identify actions and/or paths available to the other road user. If none of the available actions or paths of the other road user create a conflict, then a traffic conflict may not be determined and therefore the first manoeuvring constraint may be satisfied.
If at least one of the available actions or paths of the other road user creates a traffic conflict, the traffic conflict may be capable of being determined. In some examples, the determination of a traffic conflict may be dependent on an indication of certainty associated with the available action or path that creates the traffic conflict. If the certainty of the conflict-creating path or action is above a threshold (fixed threshold, or relative to other paths/actions), the conflict-creating path may be determined as the expected path of the other road user, so the traffic conflict may be capable of being determined. In an example, while a road user approaches an area associated with the traffic conflict, the time available for a change of mind decreases. The severity of steering/braking/acceleration for a change of mind action increases. The certainty of a conflict-creating path/action may increase and/or the certainty of a non-conflict creating path/action may decrease. A probabilistic decision-making algorithm may be used. The algorithm may be trained in use with machine learning.
Continuous non-satisfaction of the first manoeuvring constraint over a long period of time may cause problems in situations when assertive driving is needed, such as rush hour. In some examples, the method may determine whether to proceed to block 14008 or allow continued non-satisfaction of the first manoeuvring constraint. This determination may be performed reactively in dependence on monitored past non-satisfaction of the first manoeuvring constraint, and/or predictively in dependence on expected continued non-satisfaction of the first manoeuvring constraint (e.g. from dynamic traffic data and/or sensing means). If excessive (e.g. above-threshold) non-satisfaction is determined, then the method 14000 may proceed to block 14008. If it is non-excessive, the method 14000 may continue to wait for satisfaction of the first manoeuvring constraint. This determination is useful in situations such as changing lanes when the host vehicle 10 is past the back of a traffic queue in the target lane, and such as entering a major road or roundabout with busy traffic from a yield location at a junction. These situations arise frequently in rush hour.
Rush hour calls for assertive driving because more road users are unwilling to 'give up' their position to another vehicle, and more road users break requirements or guidance in the applicable highway law, such as leaving a space for other traffic. The method 14000 enables assertive driving when required and is not necessarily limited to rush hour.
Block 14008 comprises determining an intent manoeuvre to signal to another road user the intention of the host vehicle 10 to carry out the required manoeuvre. In other words, an attempt will be made to carry out the required manoeuvre despite non-satisfaction of the first manoeuvring constraint. Communication with the other road user is needed. The another road user may be the other road user as described for the earlier blocks, associated with the traffic conflict.
The purpose of the intent manoeuvre is to instruct or at least encourage the other road user to yield to the host vehicle 10, in a substantially deterministic way.
The intent manoeuvre controls the dynamics of the host vehicle 10, as opposed to other visual or audible intent signals such as illuminating turn signals, illuminating brake lights, illuminating full-beams of headlamps, or sounding a horn. The applicable highway law may prohibit or discourage flashing of full beams or sounding of horns to negotiate priority. Brake lights may not be visible if the vehicles are side by side or in opposing directions. Headlamps may not be visible when approaching a road user from behind. Turn signals are a unique situation. Applicable highway law and the autonomous mode may not treat turn signals as deterministic. If both the vehicles involved in the traffic conflict use their turn signals at once, the intent manoeuvre may be useful to resolve ambiguity. If there are driveways or junctions nearby which are unrelated to the manoeuvre, detection of a turn signal may be associated with multiple potential paths or actions rather than a single path or action. An intent manoeuvre would help in this instance. Of course, detection or performance of the above visible or audible intent signals may nonetheless influence the determination of whether the first manoeuvring constraint is satisfied, and/or may supplement the intent manoeuvre.
The intent manoeuvre is distinct compared to the required manoeuvre, in that at least the magnitude of a dynamic characteristic of the host vehicle 10 is amplified to emphasise upcoming performance of the required manoeuvre. The intent manoeuvre is controlled to be perceptible to other road users, for example by an appropriate algorithm derived from experimental data on human perception. For example, a perceptible amount of dive, rebound or squat may be from approximately 3cm to approximately 8cm at a certain rate (cm/s). The intent manoeuvre signals the upcoming action of blocking the path of the other road user which is associated with the traffic conflict, so that the other road user will need to create or not enter a space associated with the required manoeuvre of the host vehicle 10.
In some examples, a machine learning algorithm may be trained as intent manoeuvres are performed, by analysing via the sensing means whether acknowledgement signals are returned from other road users in response to the intent manoeuvre. The acknowledgement signals may comprise submission manoeuvres as described below, and/or head or hand gestures such as nods and waves. The detection of acknowledgement signals reinforces that the dynamic characteristic is sufficiently amplified. The non-detection of acknowledgement signals trains the machine learning algorithm to further amplify the dynamic characteristic, up to a limit such as a comfort limit.
The dynamic characteristic which is controlled to be perceptible may comprise the amount of the dynamic characteristic, or the rate of change of the dynamic characteristic (how fast the dynamic characteristic changes), or a combination thereof.
The intent manoeuvre may signal a longitudinal dynamic characteristic such as acceleration or braking, or a lateral dynamic characteristic such as steering, or a combination thereof.
One way in which the longitudinal dynamic characteristic may be signalled is by controlling a change of speed of the host vehicle 10. The change may be a rate of change. The rate of change may be sufficiently high as to be perceptible to other road users.
Another way in which the longitudinal dynamic characteristic may be signalled is by controlling a suspension of the host vehicle 10. The longitudinal dynamic characteristic may comprise one or more of: dive; rebound; squat; weight transfer. Dive relates to compression of front suspension springs, which signals braking. Squat relates to compression of rear suspension springs, which signals acceleration. Squat may be performed while a vehicle is moving or stationary. Rebound relates to return of compressed suspension springs to a less compressed or uncompressed state. The front suspension may rebound when releasing brakes. The rear suspension may rebound when reducing engine output torque from a higher amount. Rebound may signal a change of mind if the vehicle is still moving. Weight transfer is the mechanism by which dive, rebound and squat occurs. The suspension may be controlled by controlling brake demand and/or torque demand.
One way in which the lateral dynamic characteristic may be signalled is by controlling a steering angle of one or more steerable road wheels of the host vehicle 10. For example, the host vehicle 10 may stop behind a parked car and turn its road wheels away from the area associated with the traffic conflict by an emphasised amount/rate. This is easier to do when the speed of the host vehicle 10 is low, for example within the range 0-10 kilometres per hour.
Another way in which the lateral dynamic characteristic may be signalled is by controlling a change of lateral position of the host vehicle 10. The change may be a rate of change. For example, if the host vehicle 10 quickly veers towards a path associated with the required manoeuvre, the intent may be clearly signalled.
Another way in which the lateral dynamic characteristic may be signalled is by controlling the suspension of the host vehicle 10, via weight transfer. The weight transfer may be lateral. The lateral weight transfer increases suspension compression on the side of the host vehicle 10 furthest from the centre of the turn while concurrently reducing compression or extending suspension on the side of the host vehicle 10 closest to the centre of the turn.
The emphasised nature of the intent manoeuvre may result in non-satisfaction of a condition associated with comfort. The comfort condition may be a comfort performance index, for example. The emphasised nature of the intent manoeuvre may not correspond to the lowest cost or a local minimum of the comfort performance index. The comfort condition may be for reducing one or more components of acceleration and/or jerk that would be felt by the occupant, for instance. Without the intent manoeuvre, the required manoeuvre could be performed while satisfying the comfort performance index, using smooth torque/steering outputs. However, smooth performance of the required manoeuvre would fail to provide a clear early signal of intent to the other road user. Therefore, the intent manoeuvre sends a clear signal encouraging the other road user to yield, at the expense of loss of comfort.
The determination of the intent manoeuvre may be in any appropriate way. For example, the determination may comprise selecting one or more intent manoeuvres to be performed from a plurality of available intent manoeuvres. Each of the plurality of intent manoeuvres may be stored in the electronic memory device. In another example, the determination of the intent manoeuvre may comprise adding a constraint or modification to a path of the host vehicle 10 associated with the required manoeuvre. The constraint would require the vehicle to perform the emphasised signal by performing the intent manoeuvre. Determining the intent manoeuvre would comprise planning the path in the constrained manner.
The intent manoeuvre may at least not veer the host vehicle 10 off-course compared to the path of the required manoeuvre or slow the host vehicle 10 down when it should be speeding up, which would be confusing to the other road user. The intent manoeuvre may even replace at least part of the required manoeuvre. As a result, the intent manoeuvre may carry out, at least in part, some of the driving control involved in the required manoeuvre.
For example, the determination of the intent manoeuvre may be configured such that if the required manoeuvre is in a first lateral direction (e.g. left) the intent manoeuvre is not in a second lateral direction (e.g. right). Therefore, intent manoeuvres associated with the second direction may be non-selectable. The determination of the intent manoeuvre may even be configured such that the intent manoeuvre is in the first lateral direction or is direction neutral (straight line).
For example, the determination of the intent manoeuvre may be configured such that if the required manoeuvre comprises one of accelerating or braking the intent manoeuvre is not the other of accelerating or braking. Therefore, intent manoeuvres associated with the other of accelerating or braking may be non-selectable. The determination of the intent manoeuvre may even be configured such that the intent manoeuvre includes the required one of acceleration or braking or is neutral (no change of speed).
The intent manoeuvre may be scheduled for prior to commencement of the required manoeuvre. Alternatively, the intent manoeuvre and commencement of the required manoeuvre may be substantially concurrent. The intent manoeuvre may be scheduled for after completion of a preceding manoeuvre. The intent manoeuvre may be scheduled in dependence on detection of other road users not associated with the traffic conflict. For example, the intent manoeuvre may be delayed until one or more vehicles preceding the other road user have passed, so that it will be clear to the other road user that the intent manoeuvre is signalling them rather than another road user. The intent manoeuvre may be scheduled in dependence on a reduction of one or more possible paths of the host vehicle 10. If there are many possible paths for the host vehicle 10, it may be difficult for the other road user to associate the intent manoeuvre with a particular one of those paths. For example, if the host vehicle 10 is to drive past a junction and then reaches the traffic conflict area, the intent manoeuvre may be scheduled for after the host vehicle 10 has driven past the junction, which reduces the number of possible paths at the time the intent manoeuvre is performed.
At block 14010, the method comprises causing the host vehicle 10 to complete the intent manoeuvre and the required manoeuvre in dependence on a modified version of the one or more constraints. The modification may comprise at least replacing the first manoeuvring constraint with a second manoeuvring constraint. The second manoeuvring constraint may be a modified first manoeuvring constraint. The second manoeuvring constraint may relax one or more requirements associated with the first manoeuvring constraint.
If the second manoeuvring constraint is not satisfied, at least the required manoeuvre may be not started or aborted. The intent manoeuvre may be not started or aborted. If the second manoeuvring constraint is satisfied, the intent manoeuvre may be performed and then the required manoeuvre may be performed. The second manoeuvring constraint may be checked continuously or multiple times during performance of the manoeuvres.
The second manoeuvring constraint may relate to at least a second performance index (cost function). The second performance index may be a modified version of the first performance index. The second performance index may relax one or more requirements of the first performance index.
The difference between the first and second manoeuvring constraints may be such that the required manoeuvre can be carried out despite the detected traffic conflict. The relaxation may not be sufficient to override all possible abort scenarios in which the required manoeuvre will be aborted. Therefore, the host vehicle 10 will perform the required manoeuvre in an assertive but cautious manner.
An example of a relaxed requirement is relaxing the requirement for a threshold space size, such that the space availability signal is output for a smaller space in traffic. The smaller space could be smaller than the host vehicle 10, for example.
The relaxed threshold space size may be dependent on the speed of at least one of the other road users between which the space exists. If the other road user is stationary, the threshold space size may be smaller than if the other road user is moving. This is because if they are moving, they are better able to open up a gap.
The threshold space size may depend on acceleration. If the rear other road user behind the space is decelerating, and/or if the front other road user in front of the space is accelerating, the threshold space size may be smaller as a gap is opening up.
The threshold space size may depend on an angle of the host vehicle relative to the other road users. If the host vehicle is at an angle such that the host vehicle needs to turn into the space, the threshold space size may be smaller. This is because merging into the space while turning requires less longitudinal space than the whole length of the host vehicle 10.
For instance, if the host vehicle 10 starts at a right angle, the threshold space size may be greater than the width of the host vehicle 10 but not as long as the length of the host vehicle 10.
The relaxed requirement may comprise relaxing a requirement not to force the other road user to change its speed in response to performing the required manoeuvre. The relaxed requirement may comprise relaxing a requirement not to force the other road user to change its course in response to performing the required manoeuvre. The requirements and relaxed requirements may be monitored using any appropriate path information and trajectory information associated with the other road user, determined from environment information.
In another use case of changing lanes, a faster road user behind the host vehicle 10 may be approaching in the target lane. The relaxed requirement may enable the host vehicle to perform the intent manoeuvre (signalling) followed by the required manoeuvre to change lanes in a way that would cause the faster road user to slow down. The required lane change manoeuvre may be performed subject to checking whether the faster road user has a space in a further lane, so that the faster road user can change lane to the further lane as the host vehicle 10 changes lanes into their current path. If it is determined from the sensing means that the faster road user does not have sufficient space (e.g. threshold space size) in the further lane, the intent manoeuvre and required manoeuvre may not be performed. If it does have sufficient space, the manoeuvres may be performed. Checking the abort condition may comprise checking whether the faster road user still has sufficient space and/or is changing lanes into the further lane, as the host vehicle 10 begins to perform the required manoeuvre.
Additionally or alternatively to relaxing a requirement, the second manoeuvring constraint may differ from the first manoeuvring constraint in that satisfaction of the second manoeuvring constraint may be determined in dependence on detection of a response signal from the other road user in response to the intent manoeuvre. An example of a response signal is a submission manoeuvre, which is an intent manoeuvre that signals an intent to yield to the host vehicle 10. Response signals may include visual or audible intent signals such as those described above.
However, visual or audible intent signals may not be as reliable. For example, if the other road user flashes their lights, they may be instructing the host vehicle 10 to yield or they may be signalling the host vehicle 10 to proceed. Their brake lights or headlamps may not be visible. Their turn signals may be accidentally left on from a prior manoeuvre.
Sometimes, other road users may perform a visual or audible intent signal together with a submission manoeuvre, which provides more certainty, so both may be taken into account.
The host vehicle 10 may proceed or continue with the required manoeuvre if the response signal is detected. In some examples, no submission manoeuvre or response signal is needed.
The other road user may be monitored repeatedly or continuously to ensure the response signal is followed by action corresponding to yielding to the host vehicle 10, whether emphasised or not. The action may be to create a space for the host vehicle 10 or maintain a space for the host vehicle 10. In the situation when the space needs to be created, the method may determine whether the other road user performs a space creation manoeuvre.
The space creation manoeuvre is when a road user manoeuvres out of a trajectory or position associated with the traffic conflict and into a trajectory or position that creates space for the host vehicle 10. The space may comprise a corridor or other area for the host vehicle 10 to perform its required manoeuvre. Determining whether the other road user performs a space creation manoeuvre may comprise determining whether the other road user enters a putative give way (yield) position. The putative give way position may be marked by a distinct road marking, such as a give way line. In some examples, the putative give way position may be any position that ensures a clear corridor for the host vehicle 10 to perform the required manoeuvre.
In an example, if the certainty associated with the conflict-creating path continues to rise after the submission manoeuvre, then the second manoeuvring constraint may not be satisfied and the required manoeuvre may be aborted. For instance, if the other road user does not perform the space creation manoeuvre, the required manoeuvre may be aborted.
The control system 200 may be configured to determine whether a manoeuvre of the other road user is a submission manoeuvre. The determination may be configured to recognise whether the manoeuvre is emphasised, for example by an appropriate algorithm derived from experimental data on how much emphasis makes a manoeuvre significant.
The determination whether the manoeuvre of the other road user is a submission manoeuvre may be configured to recognise whether the manoeuvre is a submission manoeuvre or an intent manoeuvre. For example, the manoeuvre may be an intent manoeuvre if it increases a certainty that the other road user will take the path associated with the traffic conflict. The manoeuvre may be a submission manoeuvre if it increases the certainty that the other road user will yield to the host vehicle 10 by creating or not entering the area (e.g. corridor) required for the host vehicle 10 to perform the required manoeuvre.
One or more of the above mentioned longitudinal dynamic characteristics and/or lateral dynamic characteristics may be detectable to assist in the determination of whether a manoeuvre of the other road user is a submission manoeuvre.
The submission manoeuvre may be determined if the submission manoeuvre is performed before the space creation manoeuvre, or is performed during the space creation manoeuvre, or in either case.
Following completion of the required manoeuvre, the method 14000 completes and normal operation resumes. For example, the first manoeuvring constraint may be used instead of the second manoeuvring constraint, until the next time the method 1400 proceeds through block 14006.
In at least some of the above examples, it is explained how a host vehicle 10 may be capable of determining and performing an intent manoeuvre and how a host vehicle 10 may be capable of detecting an intent manoeuvre. It is explained how a host vehicle 10 may be capable of detecting a submission manoeuvre. With the above understanding of how a submission manoeuvre differs from an intent manoeuvre, it would be readily appreciated how a host vehicle 10 may be capable of determining and performing a submission manoeuvre. Therefore, with reference to Fig 4, there may be provided a method 14500 for the host vehicle 10 operable in the autonomous mode (and, in some examples, operable in the non-autonomous mode), the method comprising: receiving 14502 environment information indicative of the environment in the vicinity of the host vehicle 10; identifying 14504 an intent manoeuvre indicative of an intention of another road user to perform a manoeuvre; determining 14506, in dependence on the received environment information and identified intent manoeuvre, a requirement for the host vehicle 10 to modify control of the host vehicle 10 to allow the another road user sufficient space to perform the manoeuvre; determining 14508 a submission manoeuvre to signal to the another road user that the host vehicle 10 is allowing the another road user sufficient space to perform the manoeuvre; modifying 14510 the control to allow the sufficient space; and causing 14512 the host vehicle 10 to perform the submission manoeuvre.
The control system 200 of the host vehicle 10 may be configured for one or both of the methods 14000, 14500. The methods 14000, 14500 are analogous in the transmitter-receiver sense.
Sufficient space' as described for the method 14500 does not necessarily imply that the host vehicle 10 is aware of a first manoeuvring constraint or a second manoeuvring constraint of another road user, or exactly what manoeuvre is intended to be performed by the other road user. Sufficient space may be defined as an area or corridor that is large enough for the yield to be successful, i.e. the other road user can continue along a probable or possible path. A space may be sufficient at least when a collision is not inevitable. The host vehicle 10 may be configured to provide more than the minimum sufficient space to reduce a required precision of a manoeuvre of the other road user. The sufficient space could be lateral (e.g. road narrowing) and/or longitudinal (e.g. joining traffic queue).
For purposes of this disclosure, it is to be understood that the controller(s) 202 described herein can each comprise a control unit or computational device having one or more electronic processors 204. A vehicle and/or a system thereof may comprise a single control unit or electronic controller or alternatively different functions of the controller(s) may be embodied in, or hosted in, different control units or controllers. A set of instructions 208 could be provided which, when executed, cause said controller(s) or control unit(s) to implement the control techniques described herein (including the described method(s)). The set of instructions may be embedded in one or more electronic processors, or alternatively, the set of instructions could be provided as software to be executed by one or more electronic processor(s). For example, a first controller may be implemented in software run on one or more electronic processors, and one or more other controllers may also be implemented in software run on or more electronic processors, optionally the same one or more processors as the first controller. It will be appreciated, however, that other arrangements are also useful, and therefore, the present disclosure is not intended to be limited to any particular arrangement. In any event, the set of instructions described above may be embedded in a computer-readable storage medium 210 (e.g., a non-transitory computer-readable storage medium) that may comprise any mechanism for storing information in a form readable by a machine or electronic processors/computational device, including, without limitation: a magnetic storage medium (e.g., floppy diskette); optical storage medium (e.g., CD-ROM); magneto optical storage medium; read only memory (ROM); random access memory (RAM); erasable programmable memory (e.g., EPROM ad EEPROM); flash memory; or electrical or other types of medium for storing such information/instructions.
The term 'if' is used herein in relation to the concept of conditional performance of a function if' a condition is satisfied. The term 'if' in this context means that the function is capable of being performed if the condition is satisfied and is not capable of being performed if the condition is not satisfied. Additional conditions (not stated) may also need to be satisfied before the function is performed. Therefore, although it may be that the stated condition is the only condition for performing some functions, the 'if' terminology herein does not limit to such scenarios.
Separation', 'distance' and 'position' as disclosed herein are not intended to be limited to absolute values of distance. The terms can be normalised by speed. For instance, a separation or distance may be two seconds (at 10 metres per second).
The blocks illustrated in the Figures may represent steps in a method and/or sections of code in the computer program 208. The illustration of a particular order to the blocks does not necessarily imply that there is a required or preferred order for the blocks and the order and arrangement of the block may be varied. Furthermore, it may be possible for some steps to be omitted.
Although embodiments of the present invention have been described in the preceding paragraphs with reference to various examples, it should be appreciated that modifications to the examples given can be made without departing from the scope of the invention as claimed. For the absence of doubt, the autonomous mode may be operable in non-highway roads.
Features described in the preceding description may be used in combinations other than the combinations explicitly described.
Although functions have been described with reference to certain features, those functions may be performable by other features whether described or not.
Although features have been described with reference to certain embodiments, those features may also be present in other embodiments whether described or not.
Whilst endeavoring in the foregoing specification to draw attention to those features of the invention believed to be of particular importance it should be understood that the Applicant claims protection in respect of any patentable feature or combination of features hereinbefore referred to and/or shown in the drawings whether or not particular emphasis has been placed thereon.
Claims (19)
- CLAIMS1. A control system for a host vehicle operable in an autonomous mode, the control system comprising one or more controllers, the control system configured to: determine a manoeuvre requirement indicative of a required manoeuvre of the host vehicle to be performed; receive environment information indicative of the environment in the vicinity of the host vehicle; determine, in dependence on the manoeuvre requirement and the received environment information, that the required manoeuvre cannot be carried out while satisfying a first manoeuvring constraint; determine an intent manoeuvre to signal to another road user the intention of the host vehicle to carry out the required manoeuvre; and cause the host vehicle to complete the intent manoeuvre and the required manoeuvre in dependence on whether at least one second manoeuvring constraint is satisfied; wherein the second manoeuvring constraint associated with the intent manoeuvre is different from the first manoeuvring constraint associated with the required manoeuvre.
- 2. The control system of claim 1, wherein the one or more controllers collectively comprise: at least one electronic processor having an electrical input for receiving the environment information; and at least one electronic memory device electrically coupled to the at least one electronic processor and having instructions stored therein; and wherein the at least one electronic processor is configured to access the at least one memory device and execute the instructions thereon so as to cause the host vehicle to perform the determining and the causing.
- 3. The control system of claim 1 or 2, wherein determining whether the second manoeuvring constraint is satisfied comprises determining whether another road user performs a submission manoeuvre.
- 4. The control system of claim 3, wherein the submission manoeuvre is associated with the another road user creating or maintaining a space for a path for the host vehicle.
- 5. The control system of any preceding claim, wherein if the second manoeuvring constraint is not satisfied, at least the required manoeuvre is aborted.
- 6. The control system of any preceding claim, wherein the first manoeuvring constraint is not satisfied, at least in part, because performing the required manoeuvre would force the another road user to change its position in traffic and/or its speed and/or its course.
- 7. The control system of any preceding claim, wherein the intent manoeuvre is configured to emphasise at least one of: dive; rebound; squat; weight transfer.
- S. The control system of any preceding claim, configured such that if the required manoeuvre is in a first lateral direction the intent manoeuvre is not in a second lateral direction, and/or if the required manoeuvre comprises one of accelerating or braking the intent manoeuvre is not the other of accelerating or braking.
- 9. A control system for a host vehicle operable in an autonomous mode, the control system comprising one or more controllers, the control system configured to: receive environment information indicative of the environment in the vicinity of the host vehicle; identify an intent manoeuvre indicative of an intention of another road user to perform a manoeuvre; determine, in dependence on the received environment information and identified intent manoeuvre, a requirement for the host vehicle to modify control of the host vehicle to allow the another road user sufficient space to perform the manoeuvre; determine a submission manoeuvre to signal to the another road user that the host vehicle is allowing the another road user sufficient space to perform the manoeuvre; modify the control to allow the sufficient space; and cause the host vehicle to perform the submission manoeuvre.
- 10. The control system of claim 9, wherein the one or more controllers collectively comprise: at least one electronic processor having an electrical input for receiving the environment information; and at least one electronic memory device electrically coupled to the at least one electronic processor and having instructions stored therein; and wherein the at least one electronic processor is configured to access the at least one memory device and execute the instructions thereon so as to cause the host vehicle to perform the determining, the modifying and the causing.
- 11. The control system of claim 9 or 10, wherein the submission manoeuvre is associated with the host vehicle creating or maintaining a space for a path for the other road user.
- 12. The control system of claim 9, 10 or 11, wherein the submission manoeuvre is configured to emphasise at least one of: dive; rebound; squat; weight transfer.
- 13. The control system of any one of claims 9 to 12, configured to cause the host vehicle to perform a space creation manoeuvre to create the sufficient space.
- 14. The control system of claim 13, wherein if the space creation manoeuvre is in a first lateral direction the submission manoeuvre is not in a second lateral direction, and/or if the space creation manoeuvre comprises one of accelerating or braking the submission manoeuvre is not the other of accelerating or braking.
- 15. A method for a host vehicle operable in an autonomous mode, the method comprising: determining a manoeuvre requirement indicative of a required manoeuvre of the host vehicle to be performed; receiving environment information indicative of the environment in the vicinity of the host vehicle; determining, in dependence on the manoeuvre requirement and the received environment information, that the required manoeuvre cannot be carried out while satisfying a first manoeuvring constraint; determining an intent manoeuvre to signal to another road user the intention of the host vehicle to carry out the required manoeuvre; and causing the host vehicle to complete the intent manoeuvre and the required manoeuvre in dependence on whether at least one second manoeuvring constraint is satisfied; wherein the second manoeuvring constraint associated with the intent manoeuvre is different from the first manoeuvring constraint associated with the required manoeuvre.
- 16. A method for a host vehicle operable in an autonomous mode, the method comprising: receiving environment information indicative of the environment in the vicinity of the host vehicle; identifying an intent manoeuvre indicative of an intention of another road user to perform a manoeuvre; determining, in dependence on the received environment information and identified intent manoeuvre, a requirement for the host vehicle to modify control of the host vehicle to allow the another road user sufficient space to perform the manoeuvre; determining a submission manoeuvre to signal to the another road user that the host vehicle is allowing the another road user sufficient space to perform the manoeuvre; modifying the control to allow the sufficient space; and causing the host vehicle to perform the submission manoeuvre.
- 17. A vehicle comprising the control system of any of claims 1 to 14.
- 18. Computer software that, when executed, is arranged to perform a method according to claim 15 or 16.
- 19. A non-transitory, computer-readable storage medium storing instructions thereon that, when executed by one or more electronic processors, causes the one or more electronic processors to carry out the method of claim 15 or 16.
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GB2105190.9A GB2591949B (en) | 2018-11-14 | 2018-11-14 | Vehicle control system and method |
GB1818540.5A GB2579025B (en) | 2018-11-14 | 2018-11-14 | Vehicle control system and method for intention and submission gestures |
DE102019215657.6A DE102019215657A1 (en) | 2018-11-14 | 2019-10-11 | Vehicle control system and method |
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GB1818540.5A GB2579025B (en) | 2018-11-14 | 2018-11-14 | Vehicle control system and method for intention and submission gestures |
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DE102019215657A1 (en) | 2020-05-14 |
GB201818540D0 (en) | 2018-12-26 |
GB2579025B (en) | 2021-05-26 |
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