A Nonsmooth Newton Method for the Design of State Feedback Stabilizers under Structure Constraints - Archive ouverte HAL
Communication Dans Un Congrès Année : 2020

A Nonsmooth Newton Method for the Design of State Feedback Stabilizers under Structure Constraints

Résumé

The paper proposes a method for structured state-feedback controllers design for linear time-invariant systems. A necessary and sufficient condition for structured state-feedback stabilizability of linear systems, making an appeal to the linear-quadratic (LQ) regulator theory, is first proposed. The latter is presented in the form of a nonlinear matrix equation. Then, it is recast as a non-smooth unconstrained equation using projection onto the positive semi-definite matrices cone. Thereby, a non-smooth Newton's iterative algorithm, based on the Clarke generalized Jacobian of said projection, is proposed. This method has a guaranteed local convergence. Finally, numerical examples illustrate the effectiveness of the proposed method.

Domaines

Automatique
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Dates et versions

hal-02937319 , version 1 (13-09-2020)

Identifiants

Citer

Mohamed Yagoubi, Redouane Chaibi. A Nonsmooth Newton Method for the Design of State Feedback Stabilizers under Structure Constraints. CDC 2020: 59th IEEE Conference on Decision and Control, Dec 2020, Jeju, South Korea. ⟨10.1109/CDC42340.2020.9304305⟩. ⟨hal-02937319⟩
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