TY - JOUR
T1 - Perturbation-Tolerant Structural Controllability for Linear Systems
AU - Zhang, Yuan
AU - Xia, Yuanqing
AU - Wang, Gang
AU - Zhang, Jinhui
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2024/6/1
Y1 - 2024/6/1
N2 - This article proposes a novel notion termed perturbation-tolerant structural controllability (PTSC) to study the generic property of controllability preservation/resilience of structured linear systems under structured perturbations. A structured system is said to be PTSC with respect to a perturbation structure if for almost all controllable realizations of this system, there are no complex-valued perturbations obeying the zero/nonzero pattern prescribed by the perturbation structure that can make the perturbed systems uncontrollable. We prove a generic property in this notion, that for almost all controllable realizations of a structured system, either there exist such structured perturbations rendering the systems uncontrollable, or there are no such perturbations. We present a decomposition-based necessary and sufficient condition for the PTSC of single-input linear systems, whose verification has polynomial time complexity. We then discuss some intuitive graph-theoretic conditions for PTSC. As an application, our results can serve as some feasibility conditions for the conventional structured controllability radius problems from a generic view.
AB - This article proposes a novel notion termed perturbation-tolerant structural controllability (PTSC) to study the generic property of controllability preservation/resilience of structured linear systems under structured perturbations. A structured system is said to be PTSC with respect to a perturbation structure if for almost all controllable realizations of this system, there are no complex-valued perturbations obeying the zero/nonzero pattern prescribed by the perturbation structure that can make the perturbed systems uncontrollable. We prove a generic property in this notion, that for almost all controllable realizations of a structured system, either there exist such structured perturbations rendering the systems uncontrollable, or there are no such perturbations. We present a decomposition-based necessary and sufficient condition for the PTSC of single-input linear systems, whose verification has polynomial time complexity. We then discuss some intuitive graph-theoretic conditions for PTSC. As an application, our results can serve as some feasibility conditions for the conventional structured controllability radius problems from a generic view.
KW - Controllability preservation
KW - generic property
KW - structural controllability
KW - structured perturbation
UR - http://www.scopus.com/inward/record.url?scp=85182373211&partnerID=8YFLogxK
U2 - 10.1109/TAC.2024.3351558
DO - 10.1109/TAC.2024.3351558
M3 - Article
AN - SCOPUS:85182373211
SN - 0018-9286
VL - 69
SP - 4102
EP - 4109
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - 6
ER -