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Networked Non-fragile H∞ Control for Lipschitz Nonlinear System with Quantization and Packet Dropout in Both Feedback and Forward Channels
Author(s) -
Weiguo Ma,
Xu Xia,
Hairong Zhu
Publication year - 2017
Publication title -
journal of computing and information technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.169
H-Index - 27
eISSN - 1846-3908
pISSN - 1330-1136
DOI - 10.20532/cit.2017.1003404
Subject(s) - computer science , dropout (neural networks) , network packet , lipschitz continuity , quantization (signal processing) , nonlinear system , computer network , control theory (sociology) , control (management) , algorithm , artificial intelligence , mathematics , physics , machine learning , mathematical analysis , quantum mechanics
The networked non-fragile H ∞ control problem for Lipschitz nonlinear system with quantization and packet dropout in both feedback and forward channels is investigated in this paper. The sensor measurement and controller output are quantized by logarithmic quantizers before transmitted over the network. The packet transmissions in the communication channels from the sensor to the controller and from the controller to the actuator are modeled as Markov chains respectively. Based on the Lyapunov functional approach, the networked non-fragile H ∞ controller is designed to stabilize the Lipschitz nonlinear system and achieve the prescribed H ∞ performance. Finally a numerical example is provided to illustrate the effectiveness of the proposed method.

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