Limitations of linear remote control over packet drop networks

In this paper we investigate control across stochastic drop-out channels. We seek optimal linear controllers and receivers for mean-square stability that make use of the knowledge of whether a packet is received. We establish a fundamental bound on drop-out probability allowable for stabilization. The main result is a remote stabilization technique that always achieves this bound via acknowledgement from the actuation receiver. Controller information structure and decentralization issues are considered as they may further limit the achievable performance.

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

[2]  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).

[3]  Fernando Paganini,et al.  A Course in Robust Control Theory , 2000 .

[4]  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).

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

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

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

[8]  R. Evans,et al.  Mean square stabilisability of stochastic linear systems with data rate constraints , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[9]  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..

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

[11]  S. Lall,et al.  Decentralized control information structures preserved under feedback , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[12]  Murti V. Salapaka,et al.  Stabilization of nested systems with uncertain subsystem communication channels , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[13]  S. Lall,et al.  Decentralized control of unstable systems and quadratically invariant information constraints , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

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

[15]  Michael I. Jordan,et al.  Kalman filtering with intermittent observations , 2003, IEEE Transactions on Automatic Control.

[16]  Qiang Ling,et al.  Optimal dropout compensation in networked control systems , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

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

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