Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC
A driver steering assistance control algorithm for a vehicle with an active front steering system is proposed in this paper. The control algorithm is designed so as to optimize turning performance and realize collision avoidance simultaneously under magnitude constraints on the front wheel turn angl...
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The Japan Society of Mechanical Engineers
2020
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oai:doaj.org-article:1244053113e54e799ed78f919e510b752021-11-29T06:04:29ZDriver steering assistance for collision avoidance and turning performance optimization by constrained MPC2187-974510.1299/mej.20-00361https://doaj.org/article/1244053113e54e799ed78f919e510b752020-12-01T00:00:00Zhttps://www.jstage.jst.go.jp/article/mej/8/1/8_20-00361/_pdf/-char/enhttps://doaj.org/toc/2187-9745A driver steering assistance control algorithm for a vehicle with an active front steering system is proposed in this paper. The control algorithm is designed so as to optimize turning performance and realize collision avoidance simultaneously under magnitude constraints on the front wheel turn angle and the lateral tire force. The control algorithm is developed based on a model predictive control law for tracking a time-varying reference signal. The proposed control algorithm is reduced to a convex quadratic programming problem. The effectiveness of the proposed method is shown by human-in-the-loop simulations.Nobutaka WADATakuya MATSUMOTOThe Japan Society of Mechanical Engineersarticlevehicle controlactive front steeringcollision avoidanceyaw rate controlmodel predictive controlMechanical engineering and machineryTJ1-1570ENMechanical Engineering Journal, Vol 8, Iss 1, Pp 20-00361-20-00361 (2020) |
institution |
DOAJ |
collection |
DOAJ |
language |
EN |
topic |
vehicle control active front steering collision avoidance yaw rate control model predictive control Mechanical engineering and machinery TJ1-1570 |
spellingShingle |
vehicle control active front steering collision avoidance yaw rate control model predictive control Mechanical engineering and machinery TJ1-1570 Nobutaka WADA Takuya MATSUMOTO Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC |
description |
A driver steering assistance control algorithm for a vehicle with an active front steering system is proposed in this paper. The control algorithm is designed so as to optimize turning performance and realize collision avoidance simultaneously under magnitude constraints on the front wheel turn angle and the lateral tire force. The control algorithm is developed based on a model predictive control law for tracking a time-varying reference signal. The proposed control algorithm is reduced to a convex quadratic programming problem. The effectiveness of the proposed method is shown by human-in-the-loop simulations. |
format |
article |
author |
Nobutaka WADA Takuya MATSUMOTO |
author_facet |
Nobutaka WADA Takuya MATSUMOTO |
author_sort |
Nobutaka WADA |
title |
Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC |
title_short |
Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC |
title_full |
Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC |
title_fullStr |
Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC |
title_full_unstemmed |
Driver steering assistance for collision avoidance and turning performance optimization by constrained MPC |
title_sort |
driver steering assistance for collision avoidance and turning performance optimization by constrained mpc |
publisher |
The Japan Society of Mechanical Engineers |
publishDate |
2020 |
url |
https://doaj.org/article/1244053113e54e799ed78f919e510b75 |
work_keys_str_mv |
AT nobutakawada driversteeringassistanceforcollisionavoidanceandturningperformanceoptimizationbyconstrainedmpc AT takuyamatsumoto driversteeringassistanceforcollisionavoidanceandturningperformanceoptimizationbyconstrainedmpc |
_version_ |
1718407569207197696 |