Practical Approach for Developing Lateral Motion Control of Autonomous Lane Change System

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초록

In this paper, we present a practical approach to address the vehicle lateral control problem. The proposed method can overcome practical problems associated with vehicle lane changes on highways. The vehicle state with respect to the road, which is called lateral offset, jumps in camera vision sensors when the vehicle changes lanes. Thus, in this study, we solve the state jump problem by translating it into a new domain called the cylinder domain. In addition, we proposed the design of a parameter-varying controller to overcome the nonlinear term of vehicle dynamics by considering it as a varying parameter. The proposed method does not consider the lateral offset jump when changing lanes. Furthermore, its significant advantage in terms of computation time makes it suitable for implementation in low-cost electronic control units (ECUs). The proposed algorithm is validated using MATLAB/Simulink with the vehicle dynamics analysis program CarSim.

키워드

autonomous vehicle; lane change system; vehicle model; linear parameter varying; cylinder domain; PARAMETER
제목
Practical Approach for Developing Lateral Motion Control of Autonomous Lane Change System
저자
Baek, Jaemin; Kang, Changmook; Kim, Wonhee
DOI
10.3390/app10093143
발행일
2020-05
유형
Article
저널명
APPLIED SCIENCES-BASEL
권
10
호
9

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