Unknown input observer design for one-sided Lipschitz discrete-time systems subject to time-delay

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• 作者：Minh Cuong Nguyen ; ^{mcnguyen@deakin.edu.au" class="auth_mail" title="E-mail the corresponding author} ; ^{minhcuong86qn@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Hieu Trinh ^{hieu.trinh@deakin.edu.au" class="auth_mail" title="E-mail the corresponding author}
• 关键词：Simultaneous estimation ; Nonlinear systems ; One-sided Lipschitz condition ; Unknown inputs ; Time-delay ; Linear matrix inequality (LMI)
• 刊名：Applied Mathematics and Computation
• 出版年：2016
• 出版时间：5 August 2016
• 年：2016
• 卷：286
• 期：Complete
• 页码：57-71
• 全文大小：680 K

文摘

In this paper, we address the problem of unknown input observer design, which simultaneously estimates state and unknown input, of a class of nonlinear discrete-time systems with time-delay. A novel approach to the state estimation problem of nonlinear systems where the nonlinearities satisfy the one-sided Lipschitz and quadratically inner-bounded conditions is proposed. This approach also allows us to reconstruct the unknown inputs of the systems. The nonlinear system is first transformed to a new system which can be decomposed into unknown-input-free and unknown-input-dependent subsystems. The estimation problem is then reduced to designing observer for the unknown-input-free subsystem. Rather than full-order observer design, in this paper, we propose observer design of reduced-order which is more practical and cost effective. By utilizing several mathematical techniques, the time-delay issue as well as the bilinear terms, which often emerge when designing observers for nonlinear discrete-time systems, are handled and less conservative observer synthesis conditions are derived in the linear matrix inequalities form. Two numerical examples are given to show the efficiency and high performance of our results.