Optimal Dynamic Quantizers in Discrete-Valued Input Feedback Control Systems

In this paper, we present an optimal dynamic quantizer in terms of the output approximation , i. e., a difference equation based quantizer which gives an optimal output property in a given feedback control system. The quantizer allows us to design controllers of the discrete-valued input systems by the conventional methods for the usual linear systems. First, we derive an optimal dynamic quantizer and a closed form expression for the performance limitation. Then, the effectiveness of the proposed dynamic quantizer is demonstrated by a numerical example .

[1]  J.A. De Dona,et al.  On the dynamics of receding horizon linear quadratic finite alphabet control loops , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[2]  G. Goodwin,et al.  Audio quantization from a receding horizon control perspective , 2003, Proceedings of the 2003 American Control Conference, 2003..

[3]  Jan M. Maciejowski,et al.  Optimal quantization of signals for system identification , 2003, ECC.

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

[5]  M. Fu Robust stabilization of linear uncertain systems via quantized feedback , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[6]  Daniel Liberzon,et al.  A note on stabilization of linear systems using coding and limited communication , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[7]  Daniel Liberzon,et al.  Quantized control via locational optimization , 2002, IEEE Transactions on Automatic Control.

[8]  Qiang Ling,et al.  Stability of quantized control systems under dynamic bit assignment , 2005, IEEE Transactions on Automatic Control.

[9]  Graham C. Goodwin,et al.  RECEDING HORIZON LINEAR QUADRATIC CONTROL WITH FINITE INPUT CONSTRAINT SETS , 2002 .

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

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

[12]  Alberto Isidori,et al.  Stabilizability by state feedback implies stabilizability by encoded state feedback , 2004, Syst. Control. Lett..

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