Back to Search Start Over

Joint Estimation and Gossip Averaging for Sensor Network Applications.

Authors :
Maréchal, Nicolas
Gorce, Jean-Marie
Pierrot, Jean-Benoît
Source :
IEEE Transactions on Automatic Control. May2010, Vol. 55 Issue 5, p1208-1213. 6p.
Publication Year :
2010

Abstract

This note presents an efficient distributed approach for computing a spatial average of parameters estimated by sensors in a wireless network. The most intuitive approach would rely on a two-step procedure. First, the nodes would estimate the local quantities, and second a distributed process would average these estimates over the network. Instead, the proposed algorithm combines both processes to foster the convergence while fulfilling the usual wireless sensor network requirements: simplicity, low memory/CPU usage, and asynchronicity. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
55
Issue :
5
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
51467850
Full Text :
https://doi.org/10.1109/TAC.2010.2042233