Fault-Tolerant Sliding-Mode-Observer Synthesis of Markovian Jump Systems Using Quantized Measurements

被引:291
作者
Shi, Peng [1 ,2 ,3 ]
Liu, Ming [4 ]
Zhang, Lixian [5 ,6 ]
机构
[1] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
[2] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
[3] Harbin Engn Univ, Coll Automat, Harbin 150001, Heilongjiang, Peoples R China
[4] Harbin Inst Technol, Res Ctr Satellite Technol, Harbin 150001, Peoples R China
[5] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150080, Peoples R China
[6] King Abdulaziz Univ, Fac Sci, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Actuator fault; Markovian jumping parameters; quantization; sliding-mode observer (SMO); state estimation; FILTER;
D O I
10.1109/TIE.2015.2442221
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper investigates the design problem of sliding mode observer (SMO) using quantized measurements for a class of Markovian jump systems against actuator faults. Such a problem arises in modern networked-based digital systems, where data have to be transmitted and exchanged over a digital communication channel. In this paper, a new descriptor SMO approach using quantized signals is presented, in which a discontinuous input is synthesized to reject actuator faults by an offline static compensation of quantization effects. It is revealed that the lower bound on the density of a logarithmic quantizer is 1/3, under which the quantization effects could be compensated completely by using the SMO approach. Based on the proposed observer method, the asymptotical estimations of state vector and quantization errors can be obtained simultaneously. Finally, an example of a linearized model of an F-404 aircraft engine system is included to show the effectiveness of the presented observer design method.
引用
收藏
页码:5910 / 5918
页数:9
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