Yaw-Rate Controller Tuning for Autonomous Driving: Virtual Internal Model Tuning Approach

Author:

Suzuki Motoya1ORCID,Yahagi Shuichi1ORCID

Affiliation:

1. Isuzu Advanced Engineering Center, Ltd., 8 Tsuchidana, Fujisawa, Kanagawa 252-0881, Japan

Abstract

Vehicle yaw-rate control is important for realizing autonomous driving. If the desired yaw-rate response is realized, good autonomous driving can be realized. The gain-scheduled controller should be designed because vehicle has time-variant properties. However, it is difficult to design gain-scheduled controller in the case where vehicle parameters are unknown. To solve this problem, we expand virtual internal model tuning (VIMT) so as to realize desired yaw-rate responses. VIMT can tune the feedback controller by using one-shot experiment data. The processing cost is extremely low because the controller parameter can be obtained by using least square methods. In this study, we verify the validity of the proposed method through vehicle simulator of TruckMaker.

Publisher

Fuji Technology Press Ltd.

Subject

Electrical and Electronic Engineering,General Computer Science

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Data-Driven Auto Tuning for Controller Gain of Path Following Control;IEEJ Transactions on Electronics, Information and Systems;2024-08-01

2. Data-driven design of model-free control for reference model tracking based on an ultra-local model: Application to vehicle yaw rate control;Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering;2024-01-09

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