Foundations and Applications of Sensor Management - Hero, Alfred Olivier; Castañón, David; Cochran, Doug.; Kastella, Keith; SpringerLink (Online service) (New York, NY : Springer US : Imprint: Springer, 2008)
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 Active Learning 0f Classifiers -- Application of Sensor Scheduling Concepts to Radar -- Defense Applications -- Appendices.
Keywords: Signal processing; Image processing; Speech processing systems; Electrical engineering; Control engineering; Robotics; Mechatronics; Coding theory; Information theory; Signal, Image and Speech Processing; Communications Engineering, Networks; Control, Robotics, Mechatronics; Coding and Information Theory; Electrical Engineering