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Advances in Statistical Multisource-Multitarget Information Fusion

By: Ronald P.S. Mahler (Author)

Ksh 24,660.00
Format :

Format(s): DRM PDF

ISBN-13: 9781608077991

Publisher: Artech House

Imprint: Artech House

Publication Date: January 1st, 2014

Language: English

Pages: 1174

Physical Edition EAN: 9781608077984

Category: Communications engineering / telecommunications , Expert systems / knowledge-based systems

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  • Description

  • Author Bio

This is the sequel to the 2007 Artech House bestselling title, Statistical Multisource-Multitarget Information Fusion. That earlier book was a comprehensive resource for an in-depth understanding of finite-set statistics (FISST), a unified, systematic, and Bayesian approach to information fusion. The cardinalized probability hypothesis density (CPHD) filter, which was first systematically described in the earlier book, has since become a standard multitarget detection and tracking technique, especially in research and development.Since 2007, FISST has inspired a considerable amount of research, conducted in more than a dozen nations, and reported in nearly a thousand publications. This sequel addresses the most intriguing practical and theoretical advances in FISST, for the first time aggregating and systematizing them into a coherent, integrated, and deep-dive picture. Special emphasis is given to computationally fast exact closed-form implementation approaches. The book also includes the first complete and systematic description of RFS-based sensor/platform management and situation assessment.

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