|Title:||Design of Optimal Static Output Feedback Controllers for Linear Control Systems Subject to General Structural Constraints||Authors:||Wu, Jenq-Lang||Keywords:||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||Issue Date:||1-Jan-2022||Publisher:||IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC||Journal Volume:||67||Journal Issue:||1||Start page/Pages:||474-480||Source:||IEEE TRANSACTIONS ON AUTOMATIC CONTROL||Abstract:||
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.
|Appears in Collections:||電機工程學系|
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