Sciweavers

CDC
2009
IEEE

Distributed coverage games for mobile visual sensors (II) : Reaching the set of global optima

14 years 4 months ago
Distributed coverage games for mobile visual sensors (II) : Reaching the set of global optima
— We formulate a coverage optimization problem for mobile visual sensor networks as a repeated multi-player game. Each visual sensor tries to optimize its own coverage while minimizing the processing cost. The rewards for the sensing are not prior information to the agents. We present an asynchronous distributed learning algorithm where each sensor only remembers the utility values obtained by its neighbors and itself, and the actions it played during the last two time steps when it was active. We show that this algorithm is convergent in probability to the set of global optima of certain coverage performance metric.
Minghui Zhu, Sonia Martínez
Added 21 Jul 2010
Updated 21 Jul 2010
Type Conference
Year 2009
Where CDC
Authors Minghui Zhu, Sonia Martínez
Comments (0)