DocumentCode :
2584050
Title :
Realization using the FM model for implementations in distributed grid sensor networks
Author :
Sumanasena, Buddika ; Bauer, Peter H.
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
389
Lastpage :
395
Abstract :
Based on the Fornasini-Marchesini and Roesser local state space models, a method for distributed information processing in grid sensor networks is presented. The method can be employed to implement linear systems in grid sensor networks. For a system described by either state space model to be implementable in real-time on a sensor network, when information originating in a node cannot be conveyed over the entire sensor network in a single time slot, the system matrices of the state space model have to satisfy particular conditions. This constraint limits the type of systems implementable, in real-time on sensor networks, using the method proposed. Realizability of transfer matrices in the constrained Roesser model is discussed. The analogous problem for FM model based implementations is addressed in this paper. A necessary and sufficient condition for a proper transfer matrix to be realizable in the constrained FM model is established. A realization algorithm to derive a FM model that satisfies the desired condition, given an admissible transfer matrix is also derived in this paper. The analogues problem for the realization of non-proper transfer matrices is also addressed.
Keywords :
distributed sensors; linear systems; realisation theory; state-space methods; transfer function matrices; Fornasini-Marchesini local state space model; Roesser local state space model; distributed grid sensor network; linear system; realization algorithm; single time slot; transfer matrix; Computational modeling; Frequency modulation; Linear systems; Mathematical model; Real time systems; Solid modeling; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
ISSN :
0743-1546
Print_ISBN :
978-1-4244-7745-6
Type :
conf
DOI :
10.1109/CDC.2010.5718156
Filename :
5718156
Link To Document :
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