Title :
Discrete-time quantized H∞ filtering with quantizer ranges consideration
Author :
Che, Wei-Wei ; Yang, Guang-hong
Abstract :
This paper is concerned with the quantized Hinfin filtering problem for discrete-time systems. The quantizer considered here is dynamic and composed of a dynamic scaling and a static quantizer. Motivated by practical transmission channels requirements, the static quantizer ranges are fully considered in this paper. A quantized Hinfin filter design strategy is proposed with taking quantizer errors into account, where a convex optimization method is developed to minimize static quantizer ranges with meeting Hinfin performance requirement for quantized augmented systems. A numerical example is given to illustrate the effectiveness of the proposed filter design method.
Keywords :
Hinfin control; convex programming; discrete time systems; filtering theory; quantisation (signal); convex optimization method; discrete-time system; dynamic scaling; quantized Hinfin filter design strategy; quantized Hinfin filtering problem; quantized augmented system; quantizer range; Communication system control; Control systems; Decoding; Design methodology; Information filtering; Information filters; Optimization methods; Quantization; Stability; Symmetric matrices;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160071