Title :
H∞ filtering for networked systems with limited communication
Author :
Che, Wei-Wei ; Wang, Jian-Liang ; Yang, Guang-hong
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper is concerned with the quantized H∞ filtering problem for discrete-time systems subject to limited communication capacity, which includes measurement quantization and random sensor packet losses. By introducing an improved quantized random packet-loss model, the effects of the packet-loss rate and the upper bound of consecutive packet losses and the quantization on the system performance are considered simultaneously. A quantized H∞ filter design strategy with the minimized static quantizer range is designed to guarantee the error system exponentially mean-square stable and also achieve the prescribed H∞ disturbance attenuation level. A numerical example is given to illustrate the effectiveness of the proposed filter design method.
Keywords :
H∞ control; control system synthesis; discrete time systems; filtering theory; mean square error methods; discrete-time systems; error system exponentially mean-square; limited communication capacity; measurement quantization; networked systems; packet-loss rate; quantized H∞ filtering design strategy; random sensor packet losses; static quantizer range minization;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400186