Title :
Finite-Level Quantized Feedback Control for Linear Systems
Author :
Fu, Minyue ; Xie, Lihua
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Newcastle, Callaghan, NSW
fDate :
5/1/2009 12:00:00 AM
Abstract :
This technical note studies quantized output feedback control of discrete-time linear systems using a finite-level quantizer. The main objective is to find a quantization strategy which is easily implementable and achieves asymptotic stabilization. Based on a known logarithmic quantization scheme, we introduce a simple dynamic scaling method for the quantizer. A suboptimal approach for the optimization of the number of quantization levels and the design of a corresponding quantized dynamic output feedback controller is given. The robustness of the dynamic quantization scheme with respect to input disturbances is also examined.
Keywords :
asymptotic stability; control system synthesis; discrete time systems; feedback; linear systems; optimisation; robust control; asymptotic stabilization; discrete-time linear system; dynamic scaling method; finite-level quantizer; input disturbance; logarithmic quantization; optimization; quantized dynamic output feedback controller design; robust control; suboptimal approach; Control systems; Design optimization; Feedback control; Linear feedback control systems; Linear systems; Nonlinear dynamical systems; Output feedback; Quantization; Robustness; State feedback; Linear time-invariant (LTI); single-input single-output (SISO);
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2009.2017815