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Foundations and Applications of Sensor Management

Foundations and Applications of Sensor Management presents the emerging theory of sensor management with applications to real-world examples such as landmine detection, adaptive signal and image sampling, multi-target tracking, and radar waveform scheduling. It is written by leading experts in the f...

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Corporate Author: SpringerLink (Online service)
Other Authors: Hero, Alfred Olivier. (Editor, http://id.loc.gov/vocabulary/relators/edt), Castañón, David. (Editor, http://id.loc.gov/vocabulary/relators/edt), Cochran, Doug. (Editor, http://id.loc.gov/vocabulary/relators/edt), Kastella, Keith. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: New York, NY : Springer US : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Series:Signals and Communication Technology,
Subjects:
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.
Online Access:https://doi.org/10.1007/978-0-387-49819-5
Table of Contents:
  • 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.

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