Title :
Strong Structural Controllability and Observability of Linear Time-Varying Systems
Author :
Reissig, Gunther ; Hartung, Christoph ; Svaricek, Ferdinand
Author_Institution :
Dept. of Aerosp. Eng., Univ. of the Fed. Armed Forces, Munich, Germany
Abstract :
In this note we consider continuous-time systems ẋ(t)= A(t)x(t)+B(t)u(t), y(t)=C(t)x(t)+D(t)u(t) as well as discrete-time systems ẋ(t+1)=A(t)x(t)+B(t)u(t), y(t)= C(t)x(t)+D(t)u(t) whose coefficient matrices A, B, C and D are not exactly known. More precisely, all that is known about the systems is their nonzero pattern, i.e., the locations of the nonzero entries in the coefficient matrices. We characterize the patterns that guarantee controllability and observability, respectively, for all choices of nonzero time functions at the matrix positions defined by the pattern, which extends a result by Mayeda and Yamada for time-invariant systems. As it turns out, the conditions on the patterns for time-invariant and for time-varying discrete-time systems coincide, provided that the underlying time interval is sufficiently long. In contrast, the conditions for time-varying continuous-time systems are more restrictive than in the time-invariant case.
Keywords :
continuous time systems; controllability; discrete time systems; linear systems; matrix algebra; observability; time-varying systems; coefficient matrices; matrix positions; nonzero entries; nonzero pattern; nonzero time functions; structural controllability; structural observability; time interval; time-invariant systems; time-varying continuous-time systems; time-varying discrete-time systems; Context; Controllability; Discrete-time systems; Equations; Observability; Time-varying systems; Linear systems; controllability; observability; strong structural properties; time-varying systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2320297