Fault Estimation Sliding-Mode Observer With Digital Communication Constraints

被引:154
作者
Liu, Ming [1 ]
Zhang, Lixian [1 ,2 ]
Shi, Peng [3 ]
Zhao, Yuxin [4 ]
机构
[1] Harbin Inst Technol, Sch Astronaut, Harbin 150080, Heilongjiang, Peoples R China
[2] Harbin Inst Technol, State Key Lab Robot & Syst, Harbin 150080, Heilongjiang, Peoples R China
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
[4] Harbin Engn Univ, Coll Automat, Harbin 150001, Heilongjiang, Peoples R China
基金
澳大利亚研究理事会;
关键词
Digital communication channel; sliding-mode observer (SMO); state estimation; MARKOVIAN JUMP SYSTEMS; TOLERANT CONTROL; DYNAMIC-SYSTEMS;
D O I
10.1109/TAC.2018.2794826
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 addresses the actuator fault estimation sliding-mode observer (SMO) design problem of linear continuous-time systems over digital communication channels. This problem frequently occurred in a network environment where data has to be quantized before being transmitted via digital communication channels. Traditional observers (linear Luenberger observer, Walcott-ZaK SMO) are not effective to solve this design issue since the effects of signal quantization will degrade estimation performances evidently. In this paper, a new descriptor SMO method is presented to overcome this difficult problem. It is shown that, if the quantizer density is larger than root 2 - 1, the designed observer can compensate quantization errors completely, and the fault vector can be reconstructed despite of signal quantization. Finally, a simulation example with the F-404 aircraft engine model is proposed to demonstrate the effectiveness of the proposed robust digital observer design approach.
引用
收藏
页码:3434 / 3441
页数:8
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