Bayesian multiple target tracking /
Stone, Lawrence D., 1942-,
Bayesian multiple target tracking / Lawrence D. Stone, Carl A. Barlow, Thomas L. Corwin. - xviii, 299 pages : illustrations ; 24 cm - Artech House radar library . - Artech House radar library .
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.
1580530249 (alk. paper)
Tracking radar--Mathematics.
Bayesian statistical decision theory.
Search theory.
Multisensor data fusion.
621.3848 / S.L.B
Bayesian multiple target tracking / Lawrence D. Stone, Carl A. Barlow, Thomas L. Corwin. - xviii, 299 pages : illustrations ; 24 cm - Artech House radar library . - Artech House radar library .
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.
1580530249 (alk. paper)
Tracking radar--Mathematics.
Bayesian statistical decision theory.
Search theory.
Multisensor data fusion.
621.3848 / S.L.B