IEEE - Institute of Electrical and Electronics Engineers, Inc. - Stochastic Incremental Gradient Descent for Estimation in Sensor Networks

2007 41st Asilomar Conference on Signals, Systems and Computers (ACSSC '07)

Author(s): S.S. Ram ; A. Nedic ; V.V. Veeravalli
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2007
Conference Location: Pacific Grove, CA, USA
Conference Date: 4 November 2007
Page(s): 582 - 586
ISBN (CD): 978-1-4244-2110-7
ISBN (Paper): 978-1-4244-2109-1
ISSN (Paper): 1058-6393
DOI: 10.1109/ACSSC.2007.4487280
Regular:

We consider a network of sensors deployed to sense a spatial field for the purposes of parameter estimation. Each sensor makes a sequence of measurements that is corrupted by noise. The estimation... View More

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