Model-Based Threat Assessment for Lane Guidance Systems
Paper i proceeding, 2011

This paper considers a threat assessment problem in a lane guidance application for semi-autonomous vehicles. In particular, in order to issue an autonomous assisting intervention, we assess the vehicle’s ability to safely travel along a path subject to limitations arising from the vehicle’s dynamics and the driver’s ability. We first introduce a set of constraints describing “safe driving”. For the specific lane guidance application considered in this paper, the constraints are set by the lane boundaries and the vehicle’s stability limits. We then formulate the threat assessment problem as a constraints satisfaction problem over a finite time horizon, solved by resorting to reachabililty analysis and invariant set theory. Validation with experimental data demonstrates the capability of the proposed threat assessment method of predicting vehicle instability or crossing of the lane boundaries.

Threat Assessment

Decision Making

Invariant Set Theory

Semi-Autonomous Vehicles

Active Safety.

Författare

Mohammad Ali

Chalmers, Signaler och system, System- och reglerteknik, Mekatronik

Paolo Falcone

Chalmers, Signaler och system, System- och reglerteknik, Mekatronik

Jonas Sjöberg

Chalmers, Signaler och system, System- och reglerteknik, Mekatronik

American Control Conference

0743-1619 (ISSN)

4586-4591

Styrkeområden

Informations- och kommunikationsteknik

Transport

Ämneskategorier

Reglerteknik

Signalbehandling

ISBN

978-145770080-4