Title
A large scale analysis of a classification algorithm over sensor networks
Abstract
This paper is devoted to study an iterative estimation/classification algorithm over a sensor network with faulty units recently appeared in the literature. We here present a complete analysis of the performance of the algorithm when the number of units goes to infinity both in terms of estimation and of classification error. In particular it is shown that the algorithm solution converges to the optimal Maximum Likelihood estimator.
Year
DOI
Venue
2012
10.1109/CDC.2012.6425917
CDC
Field
DocType
ISSN
Scale analysis (statistics),Data mining,Computer science,Algorithm,Infinity,Maximum likelihood,Portable document format,Wireless sensor network
Conference
0743-1546 E-ISBN : 978-1-4673-2064-1
ISBN
Citations 
PageRank 
978-1-4673-2064-1
0
0.34
References 
Authors
3
3
Name
Order
Citations
PageRank
Fabio Fagnani186963.69
Sophie M. Fosson2448.96
Chiara Ravazzi311413.23