H2 Optimal Sliding Hyperplane Design of Discrete-Time Integral Sliding-Mode Control for Automated Driving Vehicles

  • Kim, Jin Sung
  • Chung, Chung Choo
Citations

WEB OF SCIENCE

3
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SCOPUS

3

초록

This article proposes the optimal discrete-time integral sliding-mode control for unmatched external signal compensation in a lane-keeping system on curved roads. Since curved roads appear as an external signal in a lateral vehicle motion model, improving the tracking performance with external signal compensation is necessary. To tackle the problem, we solve the optimization problem of obtaining the optimal sliding surface that minimizes the H2 norm of the transfer matrix from the external signal to the system state of interest. As a result, robust performance in the sense of H2 is guaranteed in the proposed framework. We provide a theorem to prove the H2 performance and present the design process. The proposed method is applied to lateral vehicle control to validate the effectiveness via numerical simulation and real-world experiments. A comparative study confirmed that the tracking performance of the proposed algorithm outperforms those of other methods on curved roads.

키워드

Autonomous drivinglane-keeping systemlinear matrix inequalitiessliding-mode control (SMC)Autonomous vehiclesLinear matrix inequalitiesMagnetic levitation vehiclesOptimal control systemsStructural dynamicsTransfer matrix method
제목
H2 Optimal Sliding Hyperplane Design of Discrete-Time Integral Sliding-Mode Control for Automated Driving Vehicles
저자
Kim, Jin SungChung, Chung Choo
DOI
10.1109/TII.2025.3537615
발행일
2025-05
유형
Article
저널명
IEEE Transactions on Industrial Informatics
21
5
페이지
3976 ~ 3985