Title :
A Roesser model based multidimensional systems approach for grid sensor networks
Author :
Sumanasena, Buddika ; Bauer, Peter
Abstract :
Using the Givone-Roesser model for m-D systems, a method for distributed information processing in rectangular grid based sensor networks is presented. The method enables a distributed implementation of linear systems on a sensor network. Nonlinearities caused by quantization schemes used for in node computations and inter node communication are modeled. Global asymptotic stability of the system under quantization is analyzed. Special consideration is given to the effect of internode communication in system stability.
Keywords :
quantisation (signal); wireless sensor networks; Givone-Roesser model; distributed information processing; global asymptotic stability; internode communication; linear system; m-D system; multidimensional system; node computation; nonlinearities; quantization scheme; rectangular grid based sensor network; system stability; wireless sensor network; Asymptotic stability; Computational modeling; Power system stability; Quantization; Real time systems; Stability criteria;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757932
