Precautionary planning of minimal risk maneuvers
An MRM planning system for supporting planning of a minimal risk maneuver, MRM, of an Automated Driving System. The system determines a remaining distance to an upcoming operational design domain, ODD, exit at which an ODD defined for the autonomous driving mode is planned to end. The system further assesses, when the remaining distance is shorter than a predeterminable distance, data associated with a stretch of road leading up to the ODD exit. The system identifies based on the assessment of the data, a favourable region along the stretch of road for potentially bringing the vehicle to a stop deemed safe subsequent a potential MRM being triggered. The system determines a timing at which to initiate an autonomous driving mode DDT termination procedure at which to provide a handover request prompting an occupant of the vehicle to take over the DDT.
1 . A method performed by a minimal risk maneuver (MRM) planning system for supporting planning of an MRM of an Automated Driving System (ADS) of a vehicle, the method comprising:
determining while a dynamic driving task (DDT) of the vehicle is performed by an autonomous driving mode of the ADS, a remaining distance to an upcoming operational design domain (ODD) exit at which an ODD defined for the autonomous driving mode is planned to end;
assessing, when the remaining distance is shorter than a predeterminable distance, data associated with a stretch of road leading up to the ODD exit, the data being indicative of one or more of:
one or both of temporary stopping areas and emergency stopping areas,
one or both of shoulder lanes and margin space alongside a lane or lanes of the stretch of road,
occupancy of one or more of the temporary stopping areas, the emergency stopping areas, the shoulder lanes, and the margin space; and
obstruction of one or more of the temporary stopping areas, the emergency stopping areas, the shoulder lanes, and the margin space;
identifying based on the assessment of the data, a favourable region along the stretch of road for bringing the vehicle to a stop deemed safe should an MRM be triggered, the favourable region meeting a required level of safety and being within a threshold distance of the ODD exit, identifying the favourable region comprising selecting the favourable region, from among a plurality of assessed regions, based on selection criteria striking a balance between respective levels of safety attributed to stopping in certain regions, and respective certain region's closeness to the ODD exit; and
determining a timing at which to initiate an autonomous driving mode DDT termination procedure, the timing being calculated to occur one or both of a predeterminable time duration and a distance before the vehicle reaching the identified favourable region.
2 . The method according to claim 1 , wherein the assessing comprises one or both of:
assessing data comprising map-based data covering the stretch of road; and
assessing data comprising sensor-based data, the sensor-based data being derived from at least a first surrounding detecting sensor capable of capturing surroundings covering at least a portion of the stretch of road.
3 . The method according to claim 2 , wherein the assessing data comprising sensor-based data comprises gathering at least a portion of the sensor-based data from one or more sensors offboard the vehicle.
4 . The method according to claim 3 , wherein the gathering is performed with support from at least a first inter-vehicle communication service.
5 . The method according to claim 1 , further comprising:
communicating data indicative of the identified favourable region to the ADS.
6 . The method according to claim 5 , wherein the data is communicated to one or both of a trajectory planner and a vehicle motion control of the ADS.
7 . The method according to claim 1 , wherein the determining a timing at which to initiate an autonomous driving mode DDT termination procedure comprises determining a timing at which to trigger an MRM.
8 . A minimal risk maneuver (MRM) planning system for supporting planning of an MRM of an Automated Driving System (ADS) of a vehicle, the MRM planning system comprising at least one processor configured to:
determine while a dynamic driving task (DDT) of the vehicle is performed by an autonomous driving mode of the ADS, a remaining distance to an upcoming operational design domain (ODD) exit at which an ODD defined for the autonomous driving mode is planned to end;
assess, when the remaining distance is shorter than a predeterminable distance, data associated with a stretch of road leading up to the ODD exit, the data being indicative of one or more of:
one or both of temporary stopping areas and emergency stopping areas,
one or both of shoulder lanes and margin space alongside a lane or lanes of the stretch of road,
occupancy of one or more of the temporary stopping areas, the emergency stopping areas, the shoulder lanes, and the margin space; and
obstruction of one or more of the temporary stopping areas, the emergency stopping areas, the shoulder lanes, and the margin space;
identify based on the assessment of the data, a favourable region along the stretch of road for bringing the vehicle to a stop deemed safe should an MRM be triggered, the favourable region meeting a required level of safety and being within a threshold distance of the ODD exit, identifying the favourable region comprising selecting the favourable region, from among a plurality of assessed regions, based on selection criteria striking a balance between respective levels of safety attributed to stopping in certain regions, and respective certain region's closeness to the ODD exit; and
determine a timing at which to initiate an autonomous driving mode DDT termination procedure, the timing being calculated to occur one or both of a predeterminable time duration and a distance before the vehicle reaching the identified favourable region.
9 . The MRM planning system according to claim 8 , wherein the at least one processor is configured to one of both of:
assess data comprising map-based data covering the stretch of road; and
assess data comprising sensor-based data, the sensor-based data being derived from at least a first surrounding detecting sensor capable of capturing surroundings covering at least a portion of the stretch of road.
10 . The MRM planning system according to claim 9 , wherein the at least one processor is adapted for gathering at least a portion of the sensor-based data from one or more sensors offboard the vehicle.
11 . The MRM planning system according to claim 10 , wherein the gathering is performed with support from at least a first inter-vehicle communication service.
12 . The MRM planning system according to claim 8 , wherein the at least one processor is further configured to:
communicate data indicative of the identified favourable region to the ADS.
13 . The MRM planning system according to claim 12 , wherein the data is communicated to one or both of a trajectory planner and a vehicle motion control of the ADS.
14 . The MRM planning system according to claim 8 , wherein the at least one processor is configured to determine a timing at which to trigger an MRM.
15 . The MRM planning system according to claim 8 , wherein the MRM planning system is comprised in a vehicle.
16 . A non-transitory computer storage medium storing a computer program containing computer program code configured to cause one of a computer and a processor to performed a method for supporting planning of a minimal risk maneuver (MRM) of an Automated Driving System (ADS) of a vehicle, the method comprising:
determining while a dynamic driving task (DDT) of the vehicle is performed by an autonomous driving mode of the ADS, a remaining distance to an upcoming operational design domain (ODD) exit at which an ODD defined for the autonomous driving mode is planned to end;
assessing, when the remaining distance is shorter than a predeterminable distance, data associated with a stretch of road leading up to the ODD exit, the data being indicative of one or more of:
one or both of temporary stopping areas and emergency stopping areas,
one or both of shoulder lanes and margin space alongside a lane or lanes of the stretch of road,
occupancy of one or more of the temporary stopping areas, the emergency stopping areas, the shoulder lanes, and the margin space; and
obstruction of one or more of the temporary stopping areas, the emergency stopping areas, the shoulder lanes, and the margin space;
identifying based on the assessment of the data, a favourable region along the stretch of road for bringing the vehicle to a stop deemed safe should an MRM be triggered, the favourable region meeting a required level of safety and being within a threshold distance of the ODD exit, identifying the favourable region comprising selecting the favourable region, from among a plurality of assessed regions, based on selection criteria striking a balance between respective levels of safety attributed to stopping in certain regions, and respective certain region's closeness to the ODD exit; and
determining a timing at which to initiate an autonomous driving mode DDT termination procedure, the timing being calculated to occur one or both of a predeterminable time duration and a distance before the vehicle reaching the identified favourable region.
17 . The non-transitory computer storage medium according to claim 16 , wherein the assessing comprises one or both of:
assessing data comprising map-based data covering the stretch of road; and
assessing data comprising sensor-based data, the sensor-based data being derived from at least a first surrounding detecting sensor capable of capturing surroundings covering at least a portion of the stretch of road.