Attainability of the minimum data rate for stabilization of linear systems via logarithmic quantization

This paper investigates the attainability of the minimum average data rate for stabilization of linear systems via logarithmic quantization. It is shown that a finite-level logarithmic quantizer suffices to approach the well-known minimum average data rate for stabilizing an unstable linear discrete-time system under two basic network configurations. In particular, we derive explicit finite-level logarithmic quantizers and the corresponding controllers to approach the minimum average data rate.

[1]  D. Delchamps Stabilizing a linear system with quantized state feedback , 1990 .

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

[3]  Claudio De Persis,et al.  Discontinuous stabilization of nonlinear systems: Quantized and switching controls , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

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

[5]  Chi-Tsong Chen,et al.  Linear System Theory and Design , 1995 .

[6]  N. Elia,et al.  Quantized feedback stabilization of non-linear affine systems , 2004 .

[7]  Lihua Xie,et al.  Connections between quantized feedback control and quantized estimation , 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision.

[8]  Koji Tsumura,et al.  Tradeoffs between quantization and packet loss in networked control of linear systems , 2009, Autom..

[9]  Lihua Xie,et al.  The sector bound approach to quantized feedback control , 2005, IEEE Transactions on Automatic Control.

[10]  Lihua Xie,et al.  Quantized feedback control for linear uncertain systems , 2010 .

[11]  B. Widrow,et al.  Statistical theory of quantization , 1996 .

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

[13]  Ruggero Carli,et al.  Quantized average consensus via dynamic coding/decoding schemes , 2008, 2008 47th IEEE Conference on Decision and Control.

[14]  Tomohisa Hayakawa,et al.  Adaptive quantized control for linear uncertain discrete-time systems , 2005, Proceedings of the 2005, American Control Conference, 2005..

[15]  Lihua Xie,et al.  Finite-Level Quantized Feedback Control for Linear Systems , 2009, IEEE Transactions on Automatic Control.

[16]  Huijun Gao,et al.  A new approach to quantized feedback control systems , 2008, Autom..

[17]  Robin J. Evans,et al.  Stabilizability of Stochastic Linear Systems with Finite Feedback Data Rates , 2004, SIAM J. Control. Optim..

[18]  J. Baillieul Feedback coding for information-based control: operating near the data-rate limit , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[19]  Daniel Liberzon,et al.  Quantized feedback stabilization of linear systems , 2000, IEEE Trans. Autom. Control..