DocumentCode
115213
Title
Opportunistic sensor scheduling in wireless control systems
Author
Gatsis, Konstantinos ; Pajic, Miroslav ; Ribeiro, Alejandro ; Pappas, George J.
Author_Institution
Dept. of Electr. & Syst. Eng., Univ. of Pennsylvania, Philadelphia, PA, USA
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
3777
Lastpage
3782
Abstract
We consider a wireless control system where multiple power-constrained sensors transmit plant output measurements to a controller over a shared wireless medium. A centralized scheduler, situated at the controller, grants channel access to a single sensor on each time step. Given plant and controller dynamics, we design scheduling and transmit power policies that adapt opportunistically to the random wireless channel conditions experienced by the sensors. The objective is to obtain a stable system, by minimizing the expected decrease rate of a given Lyapunov function, while respecting the sensors´ power constraints. We develop an online optimization algorithm based on the random channel sequence observed during execution which converges almost surely to the optimal protocol design.
Keywords
Lyapunov methods; control system synthesis; optimisation; scheduling; telecommunication control; wireless channels; wireless sensor networks; Lyapunov function; centralized scheduler; channel access; controller dynamics; multiple power-constrained sensors; online optimization algorithm; opportunistic sensor scheduling; optimal protocol design; plant dynamics; random wireless channel conditions; scheduling design; shared wireless medium; wireless control systems; Control systems; Optimal scheduling; Protocols; Resource management; Stability analysis; Wireless communication; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7039977
Filename
7039977
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