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RSSFoundations and Applications of Sensor Management | ||||||||||||||||||
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| Table of contents 1. Overview of Book Alfred O. Hero, David A. Castañón, Douglas Cochran, Keith Kastella 2. Stochastic Control Theory for Sensor Management David A. Castañón, Lawrence Carin 3. Information Theoretic Approaches to Sensor Management Alfred O. Hero, Christopher M. Kreucher, Doron Blatt 4. Joint Multi-Target Particle Filtering Christopher M. Kreucher, Mark Morelande, Keith Kastella, Alfred O. Hero 5. Pomdp Approximation Using Simulation and Heuristics Edwin K.P. Chong, Christopher M. Kreucher, Alfred O. Hero 6. Multi-Armed Bandit Problems Aditya Mahajan, Demosthenis Teneketzis 7. Application of Multi-Armed Bandits to Sensor Management Robert B. Washburn 8. Active Learning and Sampling Rui Castro, Robert Nowak 9. Plan-In-Advance Active Learning 0f Classifiers Xuejun Liao, Yan Zhang, Lawrence Carin 10. Application of Sensor Scheduling Concepts to Radar William Moran, Sofia Suvorova, Stephen Howard 11. Defense Applications Stanton H. Musick 12. Appendices Alfred O. Hero, Aditya Mahajan, Demosthenis Teneketzis, Edwin Chong DRM-restrictions Printing: not available Clipboard copying: not available | ||||||||||||||||||
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