Strong Structural Controllability and Observability of Linear Time-Varying Systems

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.

[1]  Youcheng Lou,et al.  Controllability analysis of multi-agent systems with directed and weighted interconnection , 2012, Int. J. Control.

[2]  Gunther Reissig,et al.  Characterization of strong structural controllability of uncertain linear time-varying discrete-time systems , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[3]  José Carlos Goulart de Siqueira,et al.  Differential Equations , 1919, Nature.

[4]  Takashi Amemiya,et al.  Controllability and Observability of Linear Time-Invariant Uncertain Systems Irrespective of Bounds of Uncertain Parameters , 2011, IEEE Transactions on Automatic Control.

[5]  Hai Lin,et al.  A graph-theoretic characterization of structural controllability for multi-agent system with switching topology , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[6]  Airlie Chapman Strong Structural Controllability of Networked Dynamics , 2015 .

[7]  Wilson J. Rugh,et al.  Linear system theory (2nd ed.) , 1996 .

[8]  H. Rosenbrock,et al.  State-space and multivariable theory, , 1970 .

[9]  H. Freud Mathematical Control Theory , 2016 .

[10]  Gunther Reissig,et al.  Sufficient conditions for strong structural controllability of uncertain linear time-varying systems , 2013, 2013 American Control Conference.

[11]  R. E. Kalman,et al.  Controllability of linear dynamical systems , 1963 .

[12]  Gunther Reissig,et al.  Necessary conditions for structural and strong structural controllability of linear time-varying systems , 2013, 2013 European Control Conference (ECC).

[13]  Christian Commault,et al.  Generic properties and control of linear structured systems: a survey , 2003, Autom..

[14]  H. Mayeda,et al.  Strong Structural Controllability , 1979 .

[15]  Ute Feldmann,et al.  A simple and general method for detecting structural inconsistencies in large electrical networks , 2003 .

[16]  S. Poljak On the gap between the structural controllability of time-varying and time-invariant systems , 1992 .

[17]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[18]  Roy M. Howard,et al.  Linear System Theory , 1992 .

[19]  Kurt Johannes Reinschke,et al.  Multivariable Control a Graph-theoretic Approach , 1988 .

[20]  Ferdinand Svaricek,et al.  Strong structural controllability of linear systems revisited , 2011, IEEE Conference on Decision and Control and European Control Conference.

[21]  C. Desoer,et al.  Linear System Theory , 1963 .

[22]  W. Marsden I and J , 2012 .

[23]  Moshe Lewenstein,et al.  Uniquely Restricted Matchings , 2001, Algorithmica.

[24]  Kazuo Murota,et al.  Matrices and Matroids for Systems Analysis , 2000 .