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Network-Aware Design of State-Feedback Controllers for Linear Wireless Networked Control Systems
Author(s) -
André M. de Oliveira,
Vineeth S. Varma,
Romain Postoyan,
IrinelConstantin Morărescu,
Jamal Daafouz,
O.L.V. Costa
Publication year - 2018
Publication title -
ifac-papersonline
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.308
H-Index - 72
eISSN - 2405-8971
pISSN - 2405-8963
DOI - 10.1016/j.ifacol.2018.08.035
Subject(s) - control theory (sociology) , transmission (telecommunications) , controller (irrigation) , computer science , wireless , networked control system , wireless network , linear system , markov chain , state (computer science) , stability (learning theory) , full state feedback , interval (graph theory) , control system , markov process , control (management) , mathematics , engineering , telecommunications , algorithm , mathematical analysis , statistics , electrical engineering , combinatorics , artificial intelligence , machine learning , agronomy , biology
We study the problem of stabilizing the origin of a plant, modeled as a discrete-time linear system, for which the communication with the controller is ensured by a wireless network. The transmissions over the wireless channel are characterized by the so-called stochastic allowable transmission intervals (SATI), that is a stochastic version of the maximum allowable transmission interval (MATI). Instead of deterministic transmissions, SATI gives stability conditions in terms of the cumulative probability of successful transmission over N steps. We argue that SATI is well-suited for wireless networked control systems to cope both with the stochastic nature of the communications and the design of energy-efficient communication strategies. Our objective is to synthesize a stabilizing state-feedback controller and SATI parameters simultaneously. We model the overall closed-loop system as a Markov jump linear system and we first provide linear conditions for the stability of the wireless networked control systems in a mean-square sense. We then provide linear matrix inequalities conditions for the design of state-feedback controllers to ensure stability of the closed-loop system. These conditions can be used to obtain both the controller and the SATI. A numerical example is presented to illustrate our results.

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