Design of Optimal Static Output Feedback Controllers for Linear Control Systems Subject to General Structural Constraints

• 成果类型: Article
• 署名作者: Wu, Jenq-Lang
• 署名单位: National Taiwan Ocean University
• 刊物名称: IEEE TRANSACTIONS ON AUTOMATIC CONTROL
• ISSN/ISSBN: 0018-9286
• DOI: 10.1109/TAC.2021.3081072
• 发表日期: 2022
• 页码: 474-480
• 关键词: Manganese; minimization; Matrix decomposition; Linear matrix inequalities; Output feedback; Sparse matrices; cost function; gradient descent method; Linear systems; optimal control; static output feedback (SOF); structural constraint

摘要

This article considers the design of optimal static output feedback controllers with priori structural constraints for linear systems. The structural constraints impose individual elements of the feedback matrix to satisfy certain equality or inequality constraints. The barrier method is used to address an auxiliary minimization problem to attain an approximate solution to the original nonconvex constrained optimization problem. The Lagrange multiplier method is applied to derive necessary conditions for the optimal solution. An easy-to-implement algorithm based on the gradient descent method is developed to solve the auxiliary minimization problem, and the convergence of the algorithm is proven. The effectiveness of the proposed methodology is validated using two numerical examples.