Foundations and Applications of Sensor Management

by Doug Cochran, Alfred Olivier Hero, David Castanon, et al.

Book Overview

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.-...

• Format: Paperback
• Language: English
• ISBN: 1441939113
• ISBN13: 9781441939111
• Release Date: November 2010
• Publisher: Springer
• Length: 310 Pages
• Weight: 1.00 lbs.
• Dimensions: 0.8" x 6.1" x 9.0"