Integrated Tracking Classification And Sensor Management

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Integrated Tracking Classification And Sensor Management

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Author : Mahendra Mallick
language : en
Publisher: John Wiley & Sons
Release Date : 2012-11-05

Integrated Tracking Classification And Sensor Management written by Mahendra Mallick and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-05 with Technology & Engineering categories.

A unique guide to the state of the art of tracking, classification, and sensor management This book addresses the tremendous progress made over the last few decades in algorithm development and mathematical analysis for filtering, multi-target multi-sensor tracking, sensor management and control, and target classification. It provides for the first time an integrated treatment of these advanced topics, complete with careful mathematical formulation, clear description of the theory, and real-world applications. Written by experts in the field, Integrated Tracking, Classification, and Sensor Management provides readers with easy access to key Bayesian modeling and filtering methods, multi-target tracking approaches, target classification procedures, and large scale sensor management problem-solving techniques. Features include: An accessible coverage of random finite set based multi-target filtering algorithms such as the Probability Hypothesis Density filters and multi-Bernoulli filters with focus on problem solving A succinct overview of the track-oriented MHT that comprehensively collates all significant developments in filtering and tracking A state-of-the-art algorithm for hybrid Bayesian network (BN) inference that is efficient and scalable for complex classification models New structural results in stochastic sensor scheduling and algorithms for dynamic sensor scheduling and management Coverage of the posterior Cramer-Rao lower bound (PCRLB) for target tracking and sensor management Insight into cutting-edge military and civilian applications, including intelligence, surveillance, and reconnaissance (ISR) With its emphasis on the latest research results, Integrated Tracking, Classification, and Sensor Management is an invaluable guide for researchers and practitioners in statistical signal processing, radar systems, operations research, and control theory.

Integrated Tracking Classification And Sensor Management

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Author : Mahendra Mallick
language : en
Publisher: John Wiley & Sons
Release Date : 2012-12-03

Integrated Tracking Classification And Sensor Management written by Mahendra Mallick and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-03 with Technology & Engineering categories.

A unique guide to the state of the art of tracking, classification, and sensor management This book addresses the tremendous progress made over the last few decades in algorithm development and mathematical analysis for filtering, multi-target multi-sensor tracking, sensor management and control, and target classification. It provides for the first time an integrated treatment of these advanced topics, complete with careful mathematical formulation, clear description of the theory, and real-world applications. Written by experts in the field, Integrated Tracking, Classification, and Sensor Management provides readers with easy access to key Bayesian modeling and filtering methods, multi-target tracking approaches, target classification procedures, and large scale sensor management problem-solving techniques. Features include: An accessible coverage of random finite set based multi-target filtering algorithms such as the Probability Hypothesis Density filters and multi-Bernoulli filters with focus on problem solving A succinct overview of the track-oriented MHT that comprehensively collates all significant developments in filtering and tracking A state-of-the-art algorithm for hybrid Bayesian network (BN) inference that is efficient and scalable for complex classification models New structural results in stochastic sensor scheduling and algorithms for dynamic sensor scheduling and management Coverage of the posterior Cramer-Rao lower bound (PCRLB) for target tracking and sensor management Insight into cutting-edge military and civilian applications, including intelligence, surveillance, and reconnaissance (ISR) With its emphasis on the latest research results, Integrated Tracking, Classification, and Sensor Management is an invaluable guide for researchers and practitioners in statistical signal processing, radar systems, operations research, and control theory.

Sensor Management In Isr

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Author : Kenneth J. Hintz
language : en
Publisher: Artech House
Release Date : 2020-02-29

Sensor Management In Isr written by Kenneth J. Hintz and has been published by Artech House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-29 with Technology & Engineering categories.

This innovative resource is the first book that partitions the intelligence, surveillance and reconnaissance (ISR) sensor management process into partitioned functions that can be studied and optimized independently of each other through defined conceptual interfaces. The book explains the difference between situation information and sensor information and how to compute both. The information-based sensor management (IBSM) approach to real-time orchestrated resource management (ORM) of intelligence, surveillance, and reconnaissance (ISR) assets in the physical, cyber, and social domains are detailed. The integrating concept of mission value through use of goal lattice (GL) methodology is explored. Approaches to implementing real-time sensor management (SM) systems by applying advanced information-based approaches that consider contextual situation and optimization of diverse sensor capabilities for information-based objectives are also covered. These methods have applications in physical intelligence, surveillance, and reconnaissance (ISR), as well as in cyber, and social domains. Based on 30 years of research in developing a mission-valued approach to maximizing the transfer of information from real, cyber, and social environments into a mission-valued, probabilistic representation of that environment on which decision makers can formulate actions, this is the only book that addresses real-time management of ISR from a first principles approach (information theory), and how information theory can be applied to the design and development of ISR systems.

Intelligent Computational Systems A Multi Disciplinary Perspective

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Author : Faria Nassiri-Mofakham
language : en
Publisher: Bentham Science Publishers
Release Date : 2017-08-07

Intelligent Computational Systems A Multi Disciplinary Perspective written by Faria Nassiri-Mofakham and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-07 with Computers categories.

Intelligent Computational Systems presents current and future developments in intelligent computational systems in a multi-disciplinary context. Readers will learn about the pervasive and ubiquitous roles of artificial intelligence (AI) and gain a perspective about the need for intelligent systems to behave rationally when interacting with humans in complex and realistic domains. This reference covers widespread applications of AI discussed in 11 chapters which cover topics such as AI and behavioral simulations, AI schools, automated negotiation, language analysis and learning, financial prediction, sensor management, Multi-agent systems, and much more. This reference work is will assist researchers, advanced-level students and practitioners in information technology and computer science fields interested in the broad applications of AI.

Changing The Ways We Work

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Author : Nils Mårtensson
language : en
Publisher: IOS Press
Release Date : 1998

Changing The Ways We Work written by Nils Mårtensson and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Medical categories.

This book highlights the effects of an increasing use of information technology, IT, in manufacturing. Mainly, focus is on the changes in organisation, in working procedures and in the demands on the capabilities of the personnel, both on the shop floor and the engineering and management levels. It disseminates information from the research and development carried out under ESPRIT's Integration in Manufacturing domain as well as from other activities in similar domains in industry and academia. A particular focus is on giving an overview and resume of work undertaken in the Third and Fourth Research Framework Programmes of ESPRIT.

Air Force Magazine

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Author :
language : en
Publisher:
Release Date : 1992-07

Air Force Magazine written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-07 with Aeronautics categories.

Submarine Engineering A Comprehensive Guide

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Author : Charles Nehme
language : en
Publisher: Charles Nehme
Release Date :

Submarine Engineering A Comprehensive Guide written by Charles Nehme and has been published by Charles Nehme this book supported file pdf, txt, epub, kindle and other format this book has been release on with Transportation categories.

The silent world beneath the waves has captivated humanity for centuries. From ancient legends of mythical creatures to the daring exploits of early submersibles, the dream of operating unseen in the ocean depths has driven relentless innovation. Today, submarines represent the pinnacle of marine engineering – complex, self-contained ecosystems designed to withstand unimaginable pressures, sustain human life, and perform critical missions with unparalleled stealth and precision. This book, "Submarine Engineering: A Comprehensive Guide," aims to demystify the intricate science and engineering that makes these extraordinary vessels possible. It is designed for engineers, students, naval professionals, and anyone with a profound curiosity about how submarines are conceived, constructed, and operated. We will delve into the fundamental principles that govern their movement, the ingenious solutions developed to create a habitable environment, and the advanced systems that enable their diverse roles, from strategic deterrence to deep-sea exploration. Our journey will span the historical evolution of submarines, examine the cutting-edge technologies employed in their design and construction, and peer into the future of underwater operations. We will explore the delicate balance between power and stealth, the critical importance of safety and redundancy, and the constant pursuit of efficiency in an inherently challenging environment. The engineering of submarines is a testament to human ingenuity and resilience. It demands a multidisciplinary approach, combining expertise in naval architecture, mechanical engineering, electrical engineering, materials science, and many other fields. This guide seeks to bring these diverse disciplines together, offering a holistic understanding of one of the most remarkable machines ever built. We hope that this exploration will not only inform but also inspire, fostering a deeper appreciation for the marvels of submarine engineering and the dedicated individuals who bring these silent sentinels to life.

Track Before Detect Using Expectation Maximisation

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Author : Samuel J. Davey
language : en
Publisher: Springer
Release Date : 2018-02-08

Track Before Detect Using Expectation Maximisation written by Samuel J. Davey and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-08 with Technology & Engineering categories.

This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to the mathematical mechanics of H-PMHT as well as a definitive reference source for the existing literature on the method. Beginning with basic concepts, the authors then move on to address extensions of the method to a broad class of tracking problems. The latter chapters present applications using recorded data from experimental radar, sonar and video sensor systems.

Proceedings Of 2021 5th Chinese Conference On Swarm Intelligence And Cooperative Control

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Author : Zhang Ren
language : en
Publisher: Springer Nature
Release Date : 2022-07-29

Proceedings Of 2021 5th Chinese Conference On Swarm Intelligence And Cooperative Control written by Zhang Ren and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-29 with Technology & Engineering categories.

This book includes original, peer-reviewed research papers from the 2021 5th Chinese Conference on Swarm Intelligence and Cooperative Control (CCSICC2021), held in Shenzhen, China on January 19-22, 2022. The topics covered include but are not limited to: reviews and discussions of swarm intelligence, basic theories on swarm intelligence, swarm communication and networking, swarm perception, awareness and location, swarm decision and planning, cooperative control, cooperative guidance, swarm simulation and assessment. The papers showcased here share the latest findings on theories, algorithms and applications in swarm intelligence and cooperative control, making the book a valuable asset for researchers, engineers, and university students alike.

Interdisciplinary Research In Technology And Management

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Author : Satyajit Chakrabarti
language : en
Publisher: CRC Press
Release Date : 2021-09-14

Interdisciplinary Research In Technology And Management written by Satyajit Chakrabarti and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-14 with Computers categories.

The conference on ‘Interdisciplinary Research in Technology and Management” was a bold experiment in deviating from the traditional approach of conferences which focus on a specific topic or theme. By attempting to bring diverse inter-related topics on a common platform, the conference has sought to answer a long felt need and give a fillip to interdisciplinary research not only within the technology domain but across domains in the management field as well. The spectrum of topics covered in the research papers is too wide to be singled out for specific mention but it is noteworthy that these papers addressed many important and relevant concerns of the day.