TY - JOUR
T1 - Contraction and k-contraction in Lurie systems with applications to networked systems
AU - Ofir, Ron
AU - Ovseevich, Alexander
AU - Margaliot, Michael
N1 - Publisher Copyright:
© 2023 Elsevier Ltd
PY - 2024/1
Y1 - 2024/1
N2 - A Lurie system is the interconnection of a linear time-invariant system and a nonlinear feedback function. We derive a new sufficient condition for k-contraction of a Lurie system. For k=1, our sufficient condition reduces to the standard stability condition based on the bounded real lemma and a small gain condition. However, Lurie systems often have more than a single equilibrium and are thus not contractive with respect to any norm. For k=2, our condition guarantees a well-ordered asymptotic behavior of the closed-loop system: every bounded solution converges to an equilibrium, which is not necessarily unique. We demonstrate our results by deriving a sufficient condition for k-contraction of a general networked system, and then applying it to guarantee k-contraction in a Hopfield neural network, a nonlinear opinion dynamics model, and a 2-bus power system.
AB - A Lurie system is the interconnection of a linear time-invariant system and a nonlinear feedback function. We derive a new sufficient condition for k-contraction of a Lurie system. For k=1, our sufficient condition reduces to the standard stability condition based on the bounded real lemma and a small gain condition. However, Lurie systems often have more than a single equilibrium and are thus not contractive with respect to any norm. For k=2, our condition guarantees a well-ordered asymptotic behavior of the closed-loop system: every bounded solution converges to an equilibrium, which is not necessarily unique. We demonstrate our results by deriving a sufficient condition for k-contraction of a general networked system, and then applying it to guarantee k-contraction in a Hopfield neural network, a nonlinear opinion dynamics model, and a 2-bus power system.
KW - Bounded real lemma
KW - Contraction theory
KW - Stability of nonlinear systems
KW - k-compound matrices
UR - http://www.scopus.com/inward/record.url?scp=85174710825&partnerID=8YFLogxK
U2 - 10.1016/j.automatica.2023.111341
DO - 10.1016/j.automatica.2023.111341
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AN - SCOPUS:85174710825
SN - 0005-1098
VL - 159
JO - Automatica
JF - Automatica
M1 - 111341
ER -