Title :
A novel approach to grid sensor networks
Author :
Dewasurendra, Duminda A. ; Bauer, Peter H.
Author_Institution :
Dept. of Electr. Eng., Univ. of Notre Dame, Notre Dame, IN
fDate :
Aug. 31 2008-Sept. 3 2008
Abstract :
A novel approach to information processing in grid sensor networks is presented. Based on the Fornasini-Marchesini (FM) model, this highly scalable method can implement any general linear system in a grid sensor network in a fully distributed manner. It can significantly reduce the communication overhead and enable local actuation in response to local events. Quantization effects on the stability of such distributed filters are briefly discussed with models for quantization nonlinearities. A real world implementation of this distributed processing method on a sensor network is also presented.
Keywords :
linear systems; telecommunication network topology; wireless sensor networks; distributed filters; general linear system; grid sensor networks; information processing; quantization nonlinearities; Filters; Information processing; Linear systems; Multidimensional systems; Quantization; Sampling methods; Sensor arrays; Sensor systems; Stability; Wireless sensor networks; Distributed Filtering; Fornasini-Marchesini model; Grid sensor networks; Quantization nonlinearities; m-D systems;
Conference_Titel :
Electronics, Circuits and Systems, 2008. ICECS 2008. 15th IEEE International Conference on
Conference_Location :
St. Julien´s
Print_ISBN :
978-1-4244-2181-7
Electronic_ISBN :
978-1-4244-2182-4
DOI :
10.1109/ICECS.2008.4675072
