Distributed Maximum Likelihood for Simultaneous Self-Localization and Tracking in Sensor Networks

We show that the sensor self-localization problem can be cast as a static parameter estimation problem for Hidden Markov Models and we implement fully decentralized versions of the Recursive Maximum Likelihood and on-line Expectation-Maximization algorithms to localize the sensor network simultaneou...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Kantas, N, Singh, S, Doucet, A
Fformat: Journal article
Iaith:English
Cyhoeddwyd: 2012