Multitarget Multisensor Tracking
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Multitarget Multisensor Tracking
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Author : Yaakov Bar-Shalom
language : en
Publisher:
Release Date : 1995
Multitarget Multisensor Tracking written by Yaakov Bar-Shalom and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Radar categories.
Multitarget Multisensor Tracking Applications And Advances
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Author : Yaakov Bar-Shalom
language : en
Publisher:
Release Date : 1990
Multitarget Multisensor Tracking Applications And Advances written by Yaakov Bar-Shalom and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Radar categories.
Multitarget Multisensor Tracking
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Author : Yaakov Bar-Shalom
language : en
Publisher: Artech House Publishers
Release Date : 1990
Multitarget Multisensor Tracking written by Yaakov Bar-Shalom and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Technology & Engineering categories.
Multisensor Decision And Estimation Fusion
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Author : Yunmin Zhu
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Multisensor Decision And Estimation Fusion written by Yunmin Zhu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.
YUNMIN ZHU In the past two decades, multi sensor or multi-source information fusion tech niques have attracted more and more attention in practice, where observations are processed in a distributed manner and decisions or estimates are made at the individual processors, and processed data (or compressed observations) are then transmitted to a fusion center where the final global decision or estimate is made. A system with multiple distributed sensors has many advantages over one with a single sensor. These include an increase in the capability, reliability, robustness and survivability of the system. Distributed decision or estimation fusion prob lems for cases with statistically independent observations or observation noises have received significant attention (see Varshney's book Distributed Detec tion and Data Fusion, New York: Springer-Verlag, 1997, Bar-Shalom's book Multitarget-Multisensor Tracking: Advanced Applications, vol. 1-3, Artech House, 1990, 1992,2000). Problems with statistically dependent observations or observation noises are more difficult and have received much less study. In practice, however, one often sees decision or estimation fusion problems with statistically dependent observations or observation noises. For instance, when several sensors are used to detect a random signal in the presence of observation noise, the sensor observations could not be statistically independent when the signal is present. This book provides a more complete treatment of the fundamentals of multi sensor decision and estimation fusion in order to deal with general random ob servations or observation noises that are correlated across the sensors.
Multitarget Multisensor Tracking Applications And Advances
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Author : Yaakov Bar-Shalom
language : en
Publisher:
Release Date : 1990
Multitarget Multisensor Tracking Applications And Advances written by Yaakov Bar-Shalom and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Radar categories.
Simulation Of A Multitarget Multisensor Track Splitting Tracker For Maritime Surveillance
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Author : Mark A. Olson
language : en
Publisher:
Release Date : 1999-09-01
Simulation Of A Multitarget Multisensor Track Splitting Tracker For Maritime Surveillance written by Mark A. Olson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-09-01 with categories.
This study adapts some established target tracking techniques for use in the maritime surface surveillance role and tests them with computer generated data. Computer simulation of a track splitting tracker capable of operating in this undersampled and asynchronous environment is presented. The tracker uses standard and extended Kalman Filter algorithms to estimate target state from latitude and longitude or line of bearing position measurements. Prior to state estimation, all measurements are processed to retain only those that meet feature and geographic gate thresholds. All measurements passing these criteria will update the target state and be scored based on a goodness of fit with the model. The state estimate with the best score is selected as the correct one for display purposes, while all state estimates continue to be processed with subsequent measurements. Several runs of the simulation are discussed here to illustrate the performance of track splitting and the effect of several key tracker parameters.
Multi Sensor Information Fusion
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Author : Xue-Bo Jin
language : en
Publisher: MDPI
Release Date : 2020-03-23
Multi Sensor Information Fusion written by Xue-Bo Jin and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-23 with Technology & Engineering categories.
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.
Multi Sensor Multi Target Data Fusion Tracking And Identification Techniques For Guidance And Control Applications
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Author :
language : en
Publisher:
Release Date : 1996
Multi Sensor Multi Target Data Fusion Tracking And Identification Techniques For Guidance And Control Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Guided missiles categories.
Resumé på fransk.
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.
Multisensor Data Fusion
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Author : David Hall
language : en
Publisher: CRC Press
Release Date : 2001-06-20
Multisensor Data Fusion written by David Hall and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-06-20 with Technology & Engineering categories.
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