Integrated Tracking, Classification, and Sensor Management

Released on by Mahendra Mallick
preview-18

  • Integrated Tracking, Classification, and Sensor Management Book Detail

  • Author : Mahendra Mallick
  • Release Date : 2012-12-03
  • Publisher : John Wiley & Sons
  • Genre : Technology & Engineering
  • Pages : 738
  • ISBN 13 : 0470639059
  • File Size : 84,84 MB
DOWNLOAD BOOK

Integrated Tracking, Classification, and Sensor Management by Mahendra Mallick PDF Summary

Book Description: A unique guide to the state of the art of tracking, classification, and sensor management This book addresses the tremendous progress made over the last few decades in algorithm development and mathematical analysis for filtering, multi-target multi-sensor tracking, sensor management and control, and target classification. It provides for the first time an integrated treatment of these advanced topics, complete with careful mathematical formulation, clear description of the theory, and real-world applications. Written by experts in the field, Integrated Tracking, Classification, and Sensor Management provides readers with easy access to key Bayesian modeling and filtering methods, multi-target tracking approaches, target classification procedures, and large scale sensor management problem-solving techniques. Features include: An accessible coverage of random finite set based multi-target filtering algorithms such as the Probability Hypothesis Density filters and multi-Bernoulli filters with focus on problem solving A succinct overview of the track-oriented MHT that comprehensively collates all significant developments in filtering and tracking A state-of-the-art algorithm for hybrid Bayesian network (BN) inference that is efficient and scalable for complex classification models New structural results in stochastic sensor scheduling and algorithms for dynamic sensor scheduling and management Coverage of the posterior Cramer-Rao lower bound (PCRLB) for target tracking and sensor management Insight into cutting-edge military and civilian applications, including intelligence, surveillance, and reconnaissance (ISR) With its emphasis on the latest research results, Integrated Tracking, Classification, and Sensor Management is an invaluable guide for researchers and practitioners in statistical signal processing, radar systems, operations research, and control theory.

Disclaimer: www.yourbookbest.com does not own Integrated Tracking, Classification, and Sensor Management books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Sensor Management in ISR

Sensor Management in ISR

File Size : 70,70 MB
Total View : 4904 Views
DOWNLOAD

This innovative resource is the first book that partitions the intelligence, surveillance and reconnaissance (ISR) sensor management process into partitioned fu