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

Nikolas Kantas, Sumeetpal S. Singh, Arnaud Doucet

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…