Foundations and Applications of Sensor Management /

Foundations and Applications of Sensor Management /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hero, Alfred Olivier. (Editor ), Castañón, David. (Editor ), Cochran, Doug. (Editor ), Kastella, Keith. (Editor )
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer US : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Signals and Communication Technology,
Materias:
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.
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.

Ejemplares similares