Bayesian Multiple Target Tracking

Lawrence D. Stone

ISBN 10: 1580530249 ISBN 13: 9781580530248

Editorial: Artech House Publishers, 1999

Idioma: Ingl�s

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Detalles bibliogr�ficos

T�tulo

Bayesian Multiple Target Tracking

Editor

Artech House Publishers

Fecha de publicaci�n

1999

Idioma

Ingl�s

ISBN 10

1580530249

ISBN 13

9781580530248

Encuadernaci�n

HRD

Estado

New

Cat�logos de vendedores

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Sinopsis

Using the Bayesian inference framework, this book enables the reader to design and develop mathematically sound algorithms for dealing with tracking problems involving multiple targets, multiple sensors, and multiple platforms. It shows how non-linear Multiple Hypothesis Tracking and the Theory of United Tracking are successful methods when multiple target tracking must be performed without contacts or association. With detailed examples illustrating the developed concepts, algorithms, and approaches, the book helps the reader track when observations are non-linear functions of target site, when the target state distributions or measurements error distributions are not Gaussian, when notions of contact and association are merged or unresolved among more than one target, and in low data rate and low signal to noise ratio situations.

Acerca del autor

Lawrence D. Stone is Chief Operating Officer at Metron, Inc. He received his Ph.D. and MS in mathematics from Purdue University. Carl A. Barlow is an independent scientific consultant. He holds S.B. and S.M. degrees in theoretical physics from MIT. Thomas L. Corwin is Chief Executive Officer of Metron, Inc. He received his Ph.D and MS in statistics from Princeton University.

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