Control of Quantized Linear Systems : an Il-Optimal Control Approach 1

In many practical situations the outputs of a plant are not measured exactly, but are corrupted by quantization errors. Often the effect of the quantization error is neglected in the control design phase, which can lead to undesirable effects like limit cycles and even chaotic behavior once the controller has been implemented. In this paper we present a method based on 11 optimal control that minimizes the amplitude of the oscillations in the to-be-controlled variables. Analytical and numerical examples illustrate the elegance of the Il-theory in this setting.

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

[2]  M. Dahleh,et al.  Control of Uncertain Systems: A Linear Programming Approach , 1995 .

[3]  K. Loparo,et al.  Active probing for information in control systems with quantized state measurements: a minimum entropy approach , 1997, IEEE Trans. Autom. Control..

[4]  P.P.J. van den Bosch,et al.  Measurement of the Lateral Vehicle Position with Permanent Magnets , 1998 .

[5]  Masayoshi Tomizuka,et al.  Multirate estimation and control under time-varying data sampling with applications to information storage devices , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[6]  J. Bertram The effect of quantization in sampled-feedback systems , 1958, Transactions of the American Institute of Electrical Engineers, Part II: Applications and Industry.

[7]  M. R. Vonder,et al.  Asynchronous measurement and control: a case study on motor synchronization , 1999 .

[8]  Jörg Raisch,et al.  Control of Continuous Plants by Symbolic Output Feedback , 1994, Hybrid Systems.

[9]  B. Anderson,et al.  Digital control of dynamic systems , 1981, IEEE Transactions on Acoustics, Speech, and Signal Processing.

[10]  J. Doyle,et al.  Essentials of Robust Control , 1997 .

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

[12]  B. Francis,et al.  A Course in H Control Theory , 1987 .

[13]  Jan Lunze,et al.  Stabilization of nonlinear systems by qualitative feedback controllers , 1995 .