Multitarget-multisensor Tracking: Applications and advances

Multitarget-multisensor Tracking: Applications and advances
Title Multitarget-multisensor Tracking: Applications and advances PDF eBook
Author Yaakov Bar-Shalom
Publisher
Pages 474
Release 1990
Genre Radar
ISBN

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Multisensor Fusion

Multisensor Fusion
Title Multisensor Fusion PDF eBook
Author Anthony K. Hyder
Publisher Springer Science & Business Media
Pages 929
Release 2012-12-06
Genre Computers
ISBN 9401005567

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For some time, all branches of the military have used a wide range of sensors to provide data for many purposes, including surveillance, reconnoitring, target detection and battle damage assessment. Many nations have also attempted to utilise these sensors for civilian applications, such as crop monitoring, agricultural disease tracking, environmental diagnostics, cartography, ocean temperature profiling, urban planning, and the characterisation of the Ozone Hole above Antarctica. The recent convergence of several important technologies has made possible new, advanced, high performance, sensor based applications relying on the near-simultaneous fusion of data from an ensemble of different types of sensors. The book examines the underlying principles of sensor operation and data fusion, the techniques and technologies that enable the process, including the operation of 'fusion engines'. Fundamental theory and the enabling technologies of data fusion are presented in a systematic and accessible manner. Applications are discussed in the areas of medicine, meteorology, BDA and targeting, transportation, cartography, the environment, agriculture, and manufacturing and process control.

Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules

Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules
Title Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules PDF eBook
Author J. Dezert
Publisher Infinite Study
Pages 18
Release
Genre
ISBN

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The objective of this chapter is to present and compare different fusion rules which can be used for Generalized Data Association (GDA) for multitarget tracking (MTT) in clutter.

Multitarget-multisensor Tracking

Multitarget-multisensor Tracking
Title Multitarget-multisensor Tracking PDF eBook
Author Yaakov Bar-Shalom
Publisher
Pages 615
Release 1995
Genre Radar
ISBN 9780964831209

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Multitarget-multisensor Tracking: Applications and advances

Multitarget-multisensor Tracking: Applications and advances
Title Multitarget-multisensor Tracking: Applications and advances PDF eBook
Author Yaakov Bar-Shalom
Publisher
Pages 474
Release 1990
Genre Radar
ISBN

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Advances and Applications of DSmT for Information Fusion (Collected works)

Advances and Applications of DSmT for Information Fusion (Collected works)
Title Advances and Applications of DSmT for Information Fusion (Collected works) PDF eBook
Author Florentin Smarandache
Publisher Infinite Study
Pages 438
Release 2004
Genre Computers
ISBN 1931233829

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Papers collected from researchers in fusion information, such as: Florentin Smarandache, Jean Dezert, Hongshe Dang, Chongzhao Han, Frederic Dambreville, Milan Daniel, Mohammad Khoshnevisan, Sukanto Bhattacharya, Albena Tchamova, Tzvetan Semerdjiev, Pavlina Konstantinova, Hongyan Sun, Mohammad Farooq, John J. Sudano, Samuel Corgne, Gregoire Mercier, Laurence Hubert-Moy, Anne-Laure Jousselme, Patrick Maupin and others on Dezert-Smarandache Theory of Plausible and Paradoxical Reasoning (DSmT).. The principal theories available until now for data fusion are the probability theory, the fuzzy set theory, the possibility theory, the hint theory and the theory of evidence. Since last two years J. Dezert and F. Smarandache are actively developing a new theory of plausible and paradoxical reasoning, called DSmT (acronym for Dezert-Smarandache Theory), for information fusion of uncertain and highly conflicting sources of information. The DSmT can be interpreted as a generalization of the Dempster-Shafer Theory (DST) but goes far beyond the DST. The free-DSmT model, which assumes that the ultimate refinement of the frame of discernment of the fusion problem is not accessible due to the intrinsic nature of its elements, is opposite to the Shafer's model (on which is based the DST) assuming the exhaustivity and exclusivity of all elements of the frame of discernment. The DSmT proposes a new theoretical framework for data fusion based on definition of hyper-power sets and a new simple commutative and associative rule of combination. Recently, it has been discovered, through a new DSm hybrid rule of combination, that DSmT can be also extended to problems involving hybrid-models (models including some exclusivity and/or non-existentially constraints). This new important theoretical result offers now to the DSmT a wider class of fusion applications and allows potentially to attack the next generation of complex dynamical/temporal fusion problems. DSmT can also provide a theoretical issue for the fusion of neutrosophic information (extension of fuzzy information proposed by F. Smarandache in nineties - see http://www.gallup.unm.edu/~smarandache/FirstNeutConf.htm for details about the neutrosophy logic and neutrosophy set theory).

Handbook of Multisensor Data Fusion

Handbook of Multisensor Data Fusion
Title Handbook of Multisensor Data Fusion PDF eBook
Author Martin Liggins II
Publisher CRC Press
Pages 872
Release 2017-01-06
Genre Technology & Engineering
ISBN 1420053094

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In the years since the bestselling first edition, fusion research and applications have adapted to service-oriented architectures and pushed the boundaries of situational modeling in human behavior, expanding into fields such as chemical and biological sensing, crisis management, and intelligent buildings. Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition represents the most current concepts and theory as information fusion expands into the realm of network-centric architectures. It reflects new developments in distributed and detection fusion, situation and impact awareness in complex applications, and human cognitive concepts. With contributions from the world’s leading fusion experts, this second edition expands to 31 chapters covering the fundamental theory and cutting-edge developments that are driving this field. New to the Second Edition— · Applications in electromagnetic systems and chemical and biological sensors · Army command and combat identification techniques · Techniques for automated reasoning · Advances in Kalman filtering · Fusion in a network centric environment · Service-oriented architecture concepts · Intelligent agents for improved decision making · Commercial off-the-shelf (COTS) software tools From basic information to state-of-the-art theories, this second edition continues to be a unique, comprehensive, and up-to-date resource for data fusion systems designers.