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Error code analysis and selection principle of M-ary modulation in network-based control systems

Research output: Contribution to journalArticle

Shun li Zhao, Xun he Yin, Xue ye Wei, Hak-Keung Lam

Original languageEnglish
Pages (from-to)1372-1382
Number of pages11
JournalJournal of Central South University
Volume23
Issue number6
DOIs
Publication statusPublished - Jun 2016

King's Authors

Abstract

Error codes induced by M-ary modulation and modulation selection in network-based control systems are studied. It is the first time the issue of error codes induced by M-ary modulation is addressed in control field. In network-based control systems, error codes induced by noisy channel can significantly decrease the quality of control. To solve this problem, the network-based control system with delay and noisy channel is firstly modeled as an asynchronous dynamic system (ADS). Secondly, conditions of packet with error codes (PEC) loss rate by using M-ary modulation are obtained based on dynamic output feedback scheme. Thirdly, more importantly, the selection principle of M-ary modulation is proposed according to the measured signal-to-noise ratio (SNR) and conditions of PEC loss rate. Finally, system stability is analyzed and controller is designed through Lyapunov function and linear matrix inequality (LMI) scheme, and numerical simulations are made to demonstrate the effectiveness of the proposed scheme.

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