Stochastic Model Predictive Obstacle Avoidance with Velocity Reduction in Accordance with Chance Constraints in Crowded Environments

For obstacle avoidance against randomly moving traffic participants, stochastic model predictive control is promising. In crowded environments, however, feasible trajectories satisfying chance constraints do not necessarily exist; crowding induces a relaxation of constraints that causes deterioratio...

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Bibliographic Details
Main Authors: Ryuichi Maki, Isao Okawa, Kenichiro Nonaka
Format: Article
Language:English
Published: Society of Automotive Engineers of Japan, Inc. 2022-07-01
Series:International Journal of Automotive Engineering
Online Access:https://www.jstage.jst.go.jp/article/jsaeijae/13/3/13_20224463/_article/-char/ja