Sensor And Data Fusion Concepts And Applications

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Sensor and Data Fusion Concepts and Applications

Lawrence A. Klein
Sensor and Data Fusion Concepts and Applications Book PDF

Author : Lawrence A. Klein
Publisher : SPIE-International Society for Optical Engineering
Page : 256 pages
File Size : 53,6 Mb
Release : 1999
Category : Technology & Engineering
ISBN : STANFORD:36105021737866

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Sensor and Data Fusion Concepts and Applications by Lawrence A. Klein Pdf

First published in 1993, this Tutorial Text has been revised and updated to provide explanations and examples of data fusion algorithms in areas not covered in the first edition. These include Bayesian inference, artificial neural networks and fuzzy logic. All of the chapters in the first edition have been revised and updated and new material is included on the FASCODE and MODTRAN atmospheric models, and EOSAEL, which analyzes physical processes that affect the performance of millimeter-wave and IR sensors.

Data Fusion: Concepts and Ideas

H B Mitchell
Data Fusion Concepts and Ideas Book PDF

Author : H B Mitchell
Publisher : Springer Science & Business Media
Page : 349 pages
File Size : 51,5 Mb
Release : 2012-02-09
Category : Technology & Engineering
ISBN : 9783642272226

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Data Fusion: Concepts and Ideas by H B Mitchell Pdf

This textbook provides a comprehensive introduction to the concepts and idea of multisensor data fusion. It is an extensively revised second edition of the author's successful book: "Multi-Sensor Data Fusion: An Introduction" which was originally published by Springer-Verlag in 2007. The main changes in the new book are: New Material: Apart from one new chapter there are approximately 30 new sections, 50 new examples and 100 new references. At the same time, material which is out-of-date has been eliminated and the remaining text has been rewritten for added clarity. Altogether, the new book is nearly 70 pages longer than the original book. Matlab code: Where appropriate we have given details of Matlab code which may be downloaded from the worldwide web. In a few places, where such code is not readily available, we have included Matlab code in the body of the text. Layout. The layout and typography has been revised. Examples and Matlab code now appear on a gray background for easy identification and advancd material is marked with an asterisk. The book is intended to be self-contained. No previous knowledge of multi-sensor data fusion is assumed, although some familarity with the basic tools of linear algebra, calculus and simple probability is recommended. Although conceptually simple, the study of mult-sensor data fusion presents challenges that are unique within the education of the electrical engineer or computer scientist. To become competent in the field the student must become familiar with tools taken from a wide range of diverse subjects including: neural networks, signal processing, statistical estimation, tracking algorithms, computer vision and control theory. All too often, the student views multi-sensor data fusion as a miscellaneous assortment of different processes which bear no relationship to each other. In contrast, in this book the processes are unified by using a common statistical framework. As a consequence, the underlying pattern of relationships that exists between the different methodologies is made evident. The book is illustrated with many real-life examples taken from a diverse range of applications and contains an extensive list of modern references.

Multi-Sensor Data Fusion

H.B. Mitchell
Multi Sensor Data Fusion Book PDF

Author : H.B. Mitchell
Publisher : Springer Science & Business Media
Page : 281 pages
File Size : 44,7 Mb
Release : 2007-07-13
Category : Technology & Engineering
ISBN : 9783540715597

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Multi-Sensor Data Fusion by H.B. Mitchell Pdf

This textbook provides a comprehensive introduction to the theories and techniques of multi-sensor data fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science, as well as researchers and professional engineers. The book is intended to be self-contained. No previous knowledge of multi-sensor data fusion is assumed, although some familiarity with the basic tools of linear algebra, calculus and simple probability theory is recommended.

Mathematical Techniques in Multisensor Data Fusion

David Lee Hall,Sonya A. H. McMullen
Mathematical Techniques in Multisensor Data Fusion Book PDF

Author : David Lee Hall,Sonya A. H. McMullen
Publisher : Artech House
Page : 470 pages
File Size : 53,7 Mb
Release : 2004
Category : Computers
ISBN : 1580533353

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Mathematical Techniques in Multisensor Data Fusion by David Lee Hall,Sonya A. H. McMullen Pdf

Since the publication of the first edition of this book, advances in algorithms, logic and software tools have transformed the field of data fusion. The latest edition covers these areas as well as smart agents, human computer interaction, cognitive aides to analysis and data system fusion control. data fusion system, this book guides you through the process of determining the trade-offs among competing data fusion algorithms, selecting commercial off-the-shelf (COTS) tools, and understanding when data fusion improves systems processing. Completely new chapters in this second edition explain data fusion system control, DARPA's recently developed TRIP model, and the latest applications of data fusion in data warehousing and medical equipment, as well as defence systems.

Multisensor Data Fusion

Hassen Fourati
Multisensor Data Fusion Book PDF

Author : Hassen Fourati
Publisher : CRC Press
Page : 639 pages
File Size : 46,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781482263756

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Multisensor Data Fusion by Hassen Fourati Pdf

Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book: Presents state-of-the-art advances in the design of multisensor data fusion algorithms, addressing issues related to the nature, location, and computational ability of the sensors Describes new materials and achievements in optimal fusion and multisensor filters Discusses the advantages and challenges associated with multisensor data fusion, from extended spatial and temporal coverage to imperfection and diversity in sensor technologies Explores the topology, communication structure, computational resources, fusion level, goals, and optimization of multisensor data fusion system architectures Showcases applications of multisensor data fusion in fields such as medicine, transportation's traffic, defense, and navigation Multisensor Data Fusion: From Algorithms and Architectural Design to Applications is a robust collection of modern multisensor data fusion methodologies. The book instills a deeper understanding of the basics of multisensor data fusion as well as a practical knowledge of the problems that can be faced during its execution.

Handbook of Multisensor Data Fusion

Martin Liggins II,David Hall,James Llinas
Handbook of Multisensor Data Fusion Book PDF

Author : Martin Liggins II,David Hall,James Llinas
Publisher : CRC Press
Page : 872 pages
File Size : 48,6 Mb
Release : 2017-01-06
Category : Technology & Engineering
ISBN : 9781420053098

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Handbook of Multisensor Data Fusion by Martin Liggins II,David Hall,James Llinas Pdf

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.

Multisensor Data Fusion

David Hall,James Llinas
Multisensor Data Fusion Book PDF

Author : David Hall,James Llinas
Publisher : CRC Press
Page : 564 pages
File Size : 55,5 Mb
Release : 2001-06-20
Category : Technology & Engineering
ISBN : 9781420038545

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Multisensor Data Fusion by David Hall,James Llinas Pdf

The emerging technology of multisensor data fusion has a wide range of applications, both in Department of Defense (DoD) areas and in the civilian arena. The techniques of multisensor data fusion draw from an equally broad range of disciplines, including artificial intelligence, pattern recognition, and statistical estimation. With the rapid evolut

Multisensor Data Fusion

Hassen Fourati
Multisensor Data Fusion Book PDF

Author : Hassen Fourati
Publisher : CRC Press
Page : 632 pages
File Size : 50,6 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781351830881

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Multisensor Data Fusion by Hassen Fourati Pdf

Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book: Presents state-of-the-art advances in the design of multisensor data fusion algorithms, addressing issues related to the nature, location, and computational ability of the sensors Describes new materials and achievements in optimal fusion and multisensor filters Discusses the advantages and challenges associated with multisensor data fusion, from extended spatial and temporal coverage to imperfection and diversity in sensor technologies Explores the topology, communication structure, computational resources, fusion level, goals, and optimization of multisensor data fusion system architectures Showcases applications of multisensor data fusion in fields such as medicine, transportation's traffic, defense, and navigation Multisensor Data Fusion: From Algorithms and Architectural Design to Applications is a robust collection of modern multisensor data fusion methodologies. The book instills a deeper understanding of the basics of multisensor data fusion as well as a practical knowledge of the problems that can be faced during its execution.

Sensor and Data Fusion

Lawrence A. Klein
Sensor and Data Fusion Book PDF

Author : Lawrence A. Klein
Publisher : SPIE Press
Page : 346 pages
File Size : 40,9 Mb
Release : 2004
Category : Technology & Engineering
ISBN : 0819454354

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Sensor and Data Fusion by Lawrence A. Klein Pdf

This book illustrates the benefits of sensor fusion by considering the characteristics of infrared, microwave, and millimeter-wave sensors, including the influence of the atmosphere on their performance. Applications that benefit from this technology include: vehicular traffic management, remote sensing, target classification and tracking- weather forecasting- military and homeland defense. Covering data fusion algorithms in detail, Klein includes a summary of the information required to implement each of the algorithms discussed, and outlines system application scenarios that may limit sensor size but that require high resolution data.

Multi-Sensor Data Fusion with MATLAB

Jitendra R. Raol
Multi Sensor Data Fusion with MATLAB Book PDF

Author : Jitendra R. Raol
Publisher : CRC Press
Page : 570 pages
File Size : 40,6 Mb
Release : 2009-12-16
Category : Technology & Engineering
ISBN : 9781439800058

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Multi-Sensor Data Fusion with MATLAB by Jitendra R. Raol Pdf

Using MATLAB examples wherever possible, Multi-Sensor Data Fusion with MATLAB explores the three levels of multi-sensor data fusion (MSDF): kinematic-level fusion, including the theory of DF; fuzzy logic and decision fusion; and pixel- and feature-level image fusion. The authors elucidate DF strategies, algorithms, and performance evaluation mainly

Multi-sensor Fusion

Richard R. Brooks,Sundararaja S. Iyengar
Multi sensor Fusion Book PDF

Author : Richard R. Brooks,Sundararaja S. Iyengar
Publisher : Prentice Hall
Page : 488 pages
File Size : 49,7 Mb
Release : 1998
Category : Technology & Engineering
ISBN : 0139016538

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Multi-sensor Fusion by Richard R. Brooks,Sundararaja S. Iyengar Pdf

Understand multi-sensor fusion--the most sophisticated way to deliver accurate real-world data to computer systems. Applications include aviation, medicine, military, manufacturing, and transportation. The Sensor Fusion Toolkit on disk contains C programs discussed in the book and supports each section.

Multisensor Fusion

Anthony K. Hyder,E. Shahbazian,E. Waltz
Multisensor Fusion Book PDF

Author : Anthony K. Hyder,E. Shahbazian,E. Waltz
Publisher : Springer Science & Business Media
Page : 929 pages
File Size : 43,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401005562

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Multisensor Fusion by Anthony K. Hyder,E. Shahbazian,E. Waltz Pdf

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.

Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing

Ni-Bin Chang,Kaixu Bai
Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing Book PDF

Author : Ni-Bin Chang,Kaixu Bai
Publisher : CRC Press
Page : 647 pages
File Size : 55,8 Mb
Release : 2018-02-21
Category : Technology & Engineering
ISBN : 9781351650632

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Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing by Ni-Bin Chang,Kaixu Bai Pdf

In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made environment across different scales demands more research efforts in remote sensing. An integrated Earth system observatory that merges surface-based, air-borne, space-borne, and even underground sensors with comprehensive and predictive capabilities indicates promise for revolutionizing the study of global water, energy, and carbon cycles as well as land use and land cover changes. The aim of this book is to present a suite of relevant concepts, tools, and methods of integrated multisensor data fusion and machine learning technologies to promote environmental sustainability. The process of machine learning for intelligent feature extraction consists of regular, deep, and fast learning algorithms. The niche for integrating data fusion and machine learning for remote sensing rests upon the creation of a new scientific architecture in remote sensing science that is designed to support numerical as well as symbolic feature extraction managed by several cognitively oriented machine learning tasks at finer scales. By grouping a suite of satellites with similar nature in platform design, data merging may come to help for cloudy pixel reconstruction over the space domain or concatenation of time series images over the time domain, or even both simultaneously. Organized in 5 parts, from Fundamental Principles of Remote Sensing; Feature Extraction for Remote Sensing; Image and Data Fusion for Remote Sensing; Integrated Data Merging, Data Reconstruction, Data Fusion, and Machine Learning; to Remote Sensing for Environmental Decision Analysis, the book will be a useful reference for graduate students, academic scholars, and working professionals who are involved in the study of Earth systems and the environment for a sustainable future. The new knowledge in this book can be applied successfully in many areas of environmental science and engineering.

Multi-Sensor Information Fusion

Xue-Bo Jin,Yuan Gao
Multi Sensor Information Fusion Book PDF

Author : Xue-Bo Jin,Yuan Gao
Publisher : MDPI
Page : 602 pages
File Size : 46,5 Mb
Release : 2020-03-23
Category : Technology & Engineering
ISBN : 9783039283026

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Multi-Sensor Information Fusion by Xue-Bo Jin,Yuan Gao Pdf

This book includes papers from the section “Multisensor Information Fusion”, from Sensors between 2018 to 2019. It focuses on the latest research results of current multi-sensor fusion technologies and represents the latest research trends, including traditional information fusion technologies, estimation and filtering, and the latest research, artificial intelligence involving deep learning.

Sensor Fusion

Ciza Thomas
Sensor Fusion Book PDF

Author : Ciza Thomas
Publisher : BoD – Books on Demand
Page : 242 pages
File Size : 45,9 Mb
Release : 2011-06-13
Category : Computers
ISBN : 9789533074467

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Sensor Fusion by Ciza Thomas Pdf

Sensor Fusion - Foundation and Applications comprehensively covers the foundation and applications of sensor fusion. This book provides some novel ideas, theories, and solutions related to the research areas in the field of sensor fusion. The book explores some of the latest practices and research works in the area of sensor fusion. The book contains chapters with different methods of sensor fusion for different engineering as well as non-engineering applications. Advanced applications of sensor fusion in the areas of mobile robots, automatic vehicles, airborne threats, agriculture, medical field and intrusion detection are covered in this book. Sufficient evidences and analyses have been provided in the chapter to show the effectiveness of sensor fusion in various applications. This book would serve as an invaluable reference for professionals involved in various applications of sensor fusion.