Overview of Book.- Stochastic Control Theory for Sensor Management.- Information Theoretic Approaches to Sensor Management.- Joint Multi-Target Particle Filtering.- POMDP Approximation Using Simulation and Heuristics.- Multi-Armed Bandit Problems.- Application of Multi-Armed Bandits to Sensor Management.- Active Learning and Sampling.- Plan-in-Advance Learning.- Sensor Scheduling in Radar.- Defense Applications.
EAN/ISBN : 9780387498195
Publisher(s): Springer, Berlin, Springer US
Discussed keywords: Sensoren
Format: ePub/PDF

Author(s): Hero, Alfred O. - Castanon, David A. - Cochran, Douglas