Performance limits in the control of single-input linear time-invariant plants over fading channels

This study presents performance limitations in the control of single-input linear time-invariant plants when controlled over a fading channel. The authors consider two architectures where the controller is co-located with the sensors. In the first architecture, the authors assume that delayed controller to actuator channel state information is available at the controller. In the second architecture, the authors relax that assumption and thus no channel-state-information is exploited at the controller. The authors’ main result is a closed form expression for the minimal stationary plant output variance, which is achievable in each scenario, as an explicit function of channel statistics and plant characteristics. To derive our results, the authors first show that there exists an equivalence, in a second-order moment sense, between communication over a single fading channel and communication over an additive white noise channel subject to a stationary signal-to-noise ratio (SNR) constraint. Such equivalence is then exploited to state conditions for stabilisation, and to derive explicit performance limitations, as simple corollaries of known results in the literature on networked control subject to SNR constraints. Numerical examples are included to illustrate our findings.

[1]  Nan Xiao,et al.  Feedback Stabilization of Discrete-Time Networked Systems Over Fading Channels , 2012, IEEE Transactions on Automatic Control.

[2]  Graham C. Goodwin,et al.  Control system design subject to SNR constraints , 2010, Autom..

[3]  João Pedro Hespanha,et al.  A Survey of Recent Results in Networked Control Systems , 2007, Proceedings of the IEEE.

[4]  Robin J. Evans,et al.  Feedback Control Under Data Rate Constraints: An Overview , 2007, Proceedings of the IEEE.

[5]  Sekhar Tatikonda,et al.  Stochastic linear control over a communication channel , 2004, IEEE Transactions on Automatic Control.

[6]  Panos J. Antsaklis,et al.  Control and Communication Challenges in Networked Real-Time Systems , 2007, Proceedings of the IEEE.

[7]  Zhi-Hong Guan,et al.  Tracking under additive white Gaussian noise effect , 2009, 2009 7th Asian Control Conference.

[8]  J. Freudenberg,et al.  Control over Signal-to-Noise Ratio Constrained Channels: Stabilization and Performance , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[9]  Graham C. Goodwin,et al.  On Optimal Perfect Reconstruction Feedback Quantizers , 2008, IEEE Transactions on Signal Processing.

[10]  Le Yi Wang Lipschitz continuity of inner-outer factorization , 1991 .

[11]  Bruno Sinopoli,et al.  Foundations of Control and Estimation Over Lossy Networks , 2007, Proceedings of the IEEE.

[12]  W. L. De Koning,et al.  Infinite horizon optimal control of linear discrete time systems with stochastic parameters , 1982, Autom..

[13]  Gang Chen,et al.  Best tracking and regulation performance under control energy constraint , 2003, IEEE Trans. Autom. Control..

[14]  Eduardo I. Silva,et al.  Performance limitations for SISO LTI plants controlled over SNR constrained channels , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[15]  Eduardo I. Silva,et al.  Performance limitations for single-input LTI plants controlled over SNR constrained channels with feedback , 2013, Autom..

[16]  Eduardo I. Silva,et al.  Control of LTI plants over erasure channels , 2011, Autom..

[17]  Shinji Hara,et al.  I regulation performance limitations for SIMO linear time-invariant feedback control systems , 2008, Autom..

[18]  Nan Xiao,et al.  Analysis and design of discrete-time networked systems over fading channels , 2011, Proceedings of the 30th Chinese Control Conference.

[19]  Gang Feng,et al.  Optimal tracking performance of MIMO discrete-time systems with communication constraints , 2012 .

[20]  Jie Chen,et al.  Guest editorial new developments and applications in performance limitation of feedback control , 2003, IEEE Trans. Autom. Control..

[21]  John S. Baras,et al.  Optimal Output Feedback Control Using Two Remote Sensors Over Erasure Channels , 2009, IEEE Transactions on Automatic Control.

[22]  Qiang Ling,et al.  Power spectral analysis of networked control systems with data dropouts , 2004, IEEE Transactions on Automatic Control.

[23]  Eduardo I. Silva,et al.  Performance limitations in the control of LTI plants over fading channels , 2013, 2013 9th Asian Control Conference (ASCC).

[24]  Richard H. Middleton,et al.  Minimum Variance Control Over a Gaussian Communication Channel , 2008, IEEE Transactions on Automatic Control.

[25]  Nicola Elia,et al.  Remote stabilization over fading channels , 2005, Syst. Control. Lett..

[26]  Andrea J. Goldsmith,et al.  LQG Control for MIMO Systems Over Multiple Erasure Channels With Perfect Acknowledgment , 2012, IEEE Transactions on Automatic Control.

[27]  Eitan Altman,et al.  Optimum and Equilibrium in Assignment Problems With Congestion: Mobile Terminals Association to Base Stations , 2013, IEEE Transactions on Automatic Control.

[28]  Jitendra K. Tugnait Asymptotic stability of the MMSE linear filter for systems with uncertain observations , 1981, IEEE Trans. Inf. Theory.

[29]  Richard H. Middleton,et al.  Feedback stabilization over signal-to-noise ratio constrained channels , 2007, Proceedings of the 2004 American Control Conference.

[30]  Ertem Tuncel,et al.  Optimal tracking performance of discrete-time systems over an additive white noise channel , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[31]  Massimo Franceschetti,et al.  Data Rate Theorem for Stabilization Over Time-Varying Feedback Channels , 2009, IEEE Transactions on Automatic Control.

[32]  Werner Dinkelbach On Nonlinear Fractional Programming , 1967 .

[33]  Munther A. Dahleh,et al.  Feedback Control in the Presence of Noisy Channels: “Bode-Like” Fundamental Limitations of Performance , 2008, IEEE Transactions on Automatic Control.

[34]  Julio H. Braslavsky,et al.  Stabilization with disturbance attenuation over a Gaussian channel , 2007, 2007 46th IEEE Conference on Decision and Control.

[35]  Wei Chen,et al.  LQG control of LTI systems with random input and output gains , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[36]  Alejandro J. Rojas,et al.  Signal-to-noise ratio fundamental constraints in discrete-time linear output feedback control , 2011, Autom..

[37]  Alejandro J. Rojas Comments on "Feedback stabilization over signal-to-noise ratio constrained channels , 2009, IEEE Trans. Autom. Control..

[38]  Charalambos D. Charalambous,et al.  LQG optimality and separation principle for general discrete time partially observed stochastic systems over finite capacity communication channels , 2008, Autom..

[39]  Jie Chen,et al.  Necessary and sufficient conditions for mean square stabilization over MIMO SNR-constrained channels , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[40]  Panos J. Antsaklis,et al.  Special Issue on Technology of Networked Control Systems , 2007 .

[41]  Subhrakanti Dey,et al.  Optimal LQG control over continuous fading channels , 2011 .

[42]  Milan S. Derpich,et al.  A Framework for Control System Design Subject to Average Data-Rate Constraints , 2011, IEEE Transactions on Automatic Control.