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Bayesian multiple target tracking / Lawrence D. Stone, Carl A. Barlow, Thomas L. Corwin.

By: Contributor(s): Material type: TextTextSeries: Artech House radar library | Artech House radar libraryPublisher: Boston : Artech House, [1999]Copyright date: ©1999Description: xviii, 299 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 1580530249 (alk. paper)
Subject(s): DDC classification:
  • 621.3848 21 S.L.B
Contents:
The Multiple Target Detection and Tracking Problem -- The Case for the Bayesian Inference -- Single Target Tracking -- Bayesian Filtering -- Kalman Filtering -- Discrete Bayesian Filtering -- Classical Multiple Target Tracking -- General Multiple Hypothesis Tracking. Classical Multiple Hypothesis Tracking -- Multiple Target Tracking Without Contacts or Association -- General Multiple Target Model -- Relationship to Multiple Hypothesis Tracking -- Likelihood Ratio Detection and Tracking: Theoretical Foundations -- Likelihood Ratio Detection and Tracking: Implementation Issues -- Appendices.
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Includes bibliographical references and index.

The Multiple Target Detection and Tracking Problem -- The Case for the Bayesian Inference -- Single Target Tracking -- Bayesian Filtering -- Kalman Filtering -- Discrete Bayesian Filtering -- Classical Multiple Target Tracking -- General Multiple Hypothesis Tracking. Classical Multiple Hypothesis Tracking -- Multiple Target Tracking Without Contacts or Association -- General Multiple Target Model -- Relationship to Multiple Hypothesis Tracking -- Likelihood Ratio Detection and Tracking: Theoretical Foundations -- Likelihood Ratio Detection and Tracking: Implementation Issues -- Appendices.

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