Related Books

Generalized Data Association for Multitarget Tracking in Clutter
Language: en
Pages: 23
Authors: A. Tchamova
Categories:
Type: BOOK - Published: - Publisher: Infinite Study

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The objective of this chapter is to present an approach for target track ing in cluttered environment, which incorporates the advanced concept of generalized da
Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules
Language: en
Pages: 18
Authors: J. Dezert
Categories:
Type: BOOK - Published: - Publisher: Infinite Study

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The objective of this chapter is to present and compare diļ¬€erent fusion rules which can be used for Generalized Data Association (GDA) for multitarget trackin
Multitarget Tracking Performance based on the Quality Assessment of Data Association
Language: en
Pages: 8
Authors: Jean Dezert
Categories:
Type: BOOK - Published: - Publisher: Infinite Study

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The main objective of this paper is to present, to apply, and to test the effectiveness of the new method, based on belief functions, proposed by Dezert et al.
A Comparative Analysis of QADA-KF with JPDAF for Multitarget Tracking in Clutter
Language: en
Pages: 8
Authors: Jean Dezert
Categories:
Type: BOOK - Published: - Publisher: Infinite Study

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This paper presents a comparative analysis of performances of two types of multi-target tracking algorithms: 1) the Joint Probabilistic Data Association Filter
Suboptimal Target Tracking in Clutter Using a Generalized Probabilistic Data Association Algorithm
Language: en
Pages: 54
Authors: Wai Ying Kan
Categories: Approximation theory
Type: BOOK - Published: 1996 - Publisher:

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Abstract: "Simple tracking algorithms based upon nearest neighbor filtering do not correctly consider measurement origin uncertainty and, therefore, fail to per