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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hero, Alfred Olivier (Editor ), Castañón, David (Editor ), Cochran, Doug (Editor ), Kastella, Keith (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Signals and Communication Technology,
Temas:
Signal processing.
Telecommunication.
Control engineering.
Robotics.
Automation.
Coding theory.
Information theory.
Electrical engineering.
Signal, Speech and Image Processing .
Communications Engineering, Networks.
Control, Robotics, Automation.
Coding and Information Theory.
Electrical and Electronic Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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