TY - JOUR

T1 - On the degree of polynomial parameter-dependent Lyapunov functions for robust stability of single parameter-dependent LTI systems

T2 - A counter-example to Barmish's conjecture

AU - Ebihara, Yoshio

AU - Hagiwara, Tomomichi

N1 - Funding Information:
This work is supported in part by the Ministry of Education, Culture, Sports, Science and Technology of Japan under Grant-in-Aid for Young Scientists (B), 15760314. The authors are grateful to A. Garulli, D. Arzelier, D. Henrion and D. Peaucelle for their helpful discussions.

PY - 2006/9

Y1 - 2006/9

N2 - In this paper, we consider the robust Hurwitz stability analysis problems of a single parameter-dependent matrix A (θ) {colon equals} A0 + θ A1 over θ ∈ [- 1, 1], where A0, A1 ∈ Rn × n with A0 being Hurwitz stable. In particular, we are interested in the degree N of the polynomial parameter-dependent Lyapunov matrix (PPDLM) of the form P (θ) {colon equals} ∑i = 0N θi Pi that ensures the robust Hurwitz stability of A (θ) via P (θ) > 0, P (θ) A (θ) + AT (θ) P (θ) < 0 (∀ θ ∈ [- 1, 1]). On the degree of PPDLMs, Barmish conjectured in early 90s that if there exists such P (θ), then there always exists a first-degree PPDLM P (θ) = P0 + θ P1 that meets the desired conditions, regardless of the size or rank of A0 and A1. The goal of this paper is to falsify this conjecture. More precisely, we will show a pair of the matrices A0, A1 ∈ R3 × 3 with A0 + θ A1 being Hurwitz stable for all θ ∈ [- 1, 1] and prove rigorously that the desired first-degree PPDLM does not exist for this particular pair. The proof is based on the recently developed techniques to deal with parametrized LMIs in an exact fashion and related duality arguments. From this counter-example, we can conclude that the conjecture posed by Barmish is not valid when n ≥ 3 in general.

AB - In this paper, we consider the robust Hurwitz stability analysis problems of a single parameter-dependent matrix A (θ) {colon equals} A0 + θ A1 over θ ∈ [- 1, 1], where A0, A1 ∈ Rn × n with A0 being Hurwitz stable. In particular, we are interested in the degree N of the polynomial parameter-dependent Lyapunov matrix (PPDLM) of the form P (θ) {colon equals} ∑i = 0N θi Pi that ensures the robust Hurwitz stability of A (θ) via P (θ) > 0, P (θ) A (θ) + AT (θ) P (θ) < 0 (∀ θ ∈ [- 1, 1]). On the degree of PPDLMs, Barmish conjectured in early 90s that if there exists such P (θ), then there always exists a first-degree PPDLM P (θ) = P0 + θ P1 that meets the desired conditions, regardless of the size or rank of A0 and A1. The goal of this paper is to falsify this conjecture. More precisely, we will show a pair of the matrices A0, A1 ∈ R3 × 3 with A0 + θ A1 being Hurwitz stable for all θ ∈ [- 1, 1] and prove rigorously that the desired first-degree PPDLM does not exist for this particular pair. The proof is based on the recently developed techniques to deal with parametrized LMIs in an exact fashion and related duality arguments. From this counter-example, we can conclude that the conjecture posed by Barmish is not valid when n ≥ 3 in general.

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U2 - 10.1016/j.automatica.2006.04.011

DO - 10.1016/j.automatica.2006.04.011

M3 - Article

AN - SCOPUS:33746077055

VL - 42

SP - 1599

EP - 1603

JO - Automatica

JF - Automatica

SN - 0005-1098

IS - 9

ER -