Remote stabilization over fading channels

Abstract In this paper, we study the problem of remote mean square stabilization of a MIMO system when independent fading channels are dedicated to each actuator and sensor. We show that the stochastic variables responsible for the fading can be seen as a source of model uncertainty. This view leads to robust control analysis and synthesis problems with a deterministic nominal system and a stochastic, structured, model uncertainty. As a special case, we consider the stabilization over Erasure or drop-out channels. We show that the largest probability of erasure tolerable by the closed loop is obtained from solving a robust control synthesis problem. In more general terms, we establish that the set of plants which can be stabilized by linear controllers over fading channels is fundamentally limited by the channel generated uncertainty. We show that, the notion of mean square capacity, defined for a single channel in the loop, captures this limitation precisely and characterizes equivalence classes of channels within the class of memoryless fading channels.

[1]  Diederich Hinrichsen,et al.  Stability radii of discrete-time stochastic systems with respect to blockdiagonal perturbations , 2000, Autom..

[2]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[3]  M. Athans,et al.  Further results on the uncertainty threshold principle , 1977 .

[4]  Nicola Elia Feedback stabilization in the presence of fading channels , 2003, Proceedings of the 2003 American Control Conference, 2003..

[5]  D. Kleinman,et al.  Optimal stationary control of linear systems with control-dependent noise , 1969 .

[6]  W. Wonham Optimal Stationary Control of a Linear System with State-Dependent Noise , 1967 .

[7]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[8]  L. Ghaoui State-feedback control of systems with multiplicative noise via linear matrix inequalities , 1995 .

[9]  Murti V. Salapaka,et al.  Robust synthesis in 1: a globally optimal solution , 2001, IEEE Trans. Autom. Control..

[10]  Andrey V. Savkin,et al.  Optimal control of networked systems via asynchronous communication channels with irregular delays , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[11]  M. Fragoso,et al.  Stability Results for Discrete-Time Linear Systems with Markovian Jumping Parameters , 1993 .

[12]  Sekhar Tatikonda,et al.  Control under communication constraints , 2004, IEEE Transactions on Automatic Control.

[13]  G. Papavassilopoulos,et al.  A global optimization approach for the BMI problem , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[14]  Anant Sahai,et al.  Anytime information theory , 2001 .

[15]  P. Gahinet,et al.  A linear matrix inequality approach to H∞ control , 1994 .

[16]  C. Scherer,et al.  Multiobjective output-feedback control via LMI optimization , 1997, IEEE Trans. Autom. Control..

[17]  G. Dullerud,et al.  A Course in Robust Control Theory: A Convex Approach , 2005 .

[18]  Christoforos N. Hadjicostis,et al.  Feedback control utilizing packet dropping network links , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[19]  Michael D. Lemmon,et al.  Robust performance of soft real-time networked control systems with data dropouts , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[20]  Robert E. Skelton,et al.  Mean-square small gain theorem for stochastic control: discrete-time case , 2002, IEEE Trans. Autom. Control..

[21]  J. Willems,et al.  Frequency domain stability criteria for stochastic systems , 1971 .

[22]  Peter J Seiler,et al.  Analysis of communication losses in vehicle control problems , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[23]  Stephen P. Boyd,et al.  Control of asynchronous dynamical systems with rate constraints on events , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

[24]  Nicola Elia,et al.  Stabilization of linear systems with limited information , 2001, IEEE Trans. Autom. Control..

[25]  Wing Shing Wong,et al.  Systems with finite communication bandwidth constraints. II. Stabilization with limited information feedback , 1999, IEEE Trans. Autom. Control..

[26]  Mingjun Zhang,et al.  Hybrid control of the Pendubot , 2002 .

[27]  R. Evans,et al.  Communication-limited stabilization of linear systems , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[28]  S. Mitter,et al.  Control of LQG systems under communication constraints , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).