Bounded iteration for multiple box constraints on linear complementarity model predictive control and its application to vehicle steering control

This paper presents linear model predictive control (MPC) for multiple kinds of constraint based on the linear complementarity problem (LCP) that gives the explicit upper bound of computational complexity. MPC generally solves constrained optimization problems. Its computational time should be stric...

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Bibliographic Details
Main Authors: Naoto Kawaguchi, Isao Okawa, Kenichiro Nonaka
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:SICE Journal of Control, Measurement, and System Integration
Subjects:
Online Access:http://dx.doi.org/10.1080/18824889.2023.2225922