INTEGRATED FRAMEWORK FOR VEHICLE OPERATOR ASSISTANCE BASED ON A TRAJECTORY PREDICTION AND THREAT ASSESSMENT
Patent №
US 8,744,648
Granted
2014-06-03
Filed 2013
Owner
MASSACHUSETTS INSTITUTE OF TECHNOLOGY
Lab
AI components
5
ml · kr · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13859203
Various types and levels of operator assistance are performed within a unified, configurable framework. A model of the device with a model of the environment and the current state of the device and the environment are used to iteratively generate a sequence of optimal device control inputs that, when applied to a model of the device, generate an optimal device trajectory through a constraint-bounded corridor or region within the state space. This optimal trajectory and the sequence of device control inputs that generates it is used to generate a threat assessment metric. An appropriate type and level of operator assistance is generated based on this threat assessment. Operator assistance modes include warnings, decision support, operator feedback, vehicle stability control, and autonomous or semi-autonomous hazard avoidance. The responses generated by each assistance mode are mutually consistent because they are generated using the same optimal trajectory.
AI classification
Ownership
MASSACHUSETTS INSTITUTE OF TECHNOLOGY
assignment · 306990183
Assignors
ANDERSON, STERLING J., PETERS, STEVEN C., IAGNEMMA, KARL D.
On an employer assignment, the assignors are typically the inventors.