Radar Automatic Target Recognition Atr And Non Cooperative Target Recognition Nctr

Author : David Blacknell,Hugh Griffiths
Publisher : IET
Page : 292 pages
File Size : 42,7 Mb
Release : 2013-08-23
Category : Technology & Engineering
ISBN : 9781849196857

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Radar Automatic Target Recognition (ATR) and Non-Cooperative Target Recognition (NCTR) by David Blacknell,Hugh Griffiths Pdf

Radar Automatic Target Recognition (ATR) and NonCooperative Target Recognition (NCTR) captures material presented by leading international experts at a NATO lecture series and explores both the fundamentals of classification techniques applied to data from a variety of radar modes and selected advanced techniques at the forefront of research. The ability to detect and locate targets by day or night, over wide areas, regardless of weather conditions has long made radar a key sensor in many military and civil applications. However, the ability to automatically and reliably distinguish different targets represents a difficult challenge, although steady progress has been made over the past couple of decades. This book explores both the fundamentals of classification techniques applied to data from a variety of radar modes and selected advanced techniques at the forefront of research. Topics include: the problem as applied to the ground, air and maritime domains; impact of image quality on the overall target recognition performance; performance of different approaches to the classifier algorithm; improvement in performance to be gained when a target can be viewed from more than one perspective; ways in which natural systems perform target recognition; impact of compressive sensing; advances in change detection, including coherent change detection; and challenges and directions for future research.

Author : Anonim
Publisher : Unknown
Page : 314 pages
File Size : 47,8 Mb
Release : 1998
Category : Airplanes
ISBN : CORNELL:31924084503758

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Non-cooperative Air Target Identification Using Radar by Anonim Pdf

Contains the unclassified papers presented at the Symposium. Novel solutions to the Non-Cooperative Target Identification (NCTI) Problem, using radar are proposed. The papers are presented under the following headings: System requirements -- Target characterisation -- Radar measurements and feature extraction -- Target classification -- Scattering techniques, target modelling and validation.

Author : Sawyer D. Campbell,Douglas H. Werner
Publisher : John Wiley & Sons
Page : 596 pages
File Size : 49,5 Mb
Release : 2023-09-26
Category : Technology & Engineering
ISBN : 9781119853893

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Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning by Sawyer D. Campbell,Douglas H. Werner Pdf

Authoritative reference on the state of the art in the field with additional coverage of important foundational concepts Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning presents cutting-edge research advances in the rapidly growing areas in optical and RF electromagnetic device modeling, simulation, and inverse-design. The text provides a comprehensive treatment of the field on subjects ranging from fundamental theoretical principles and new technological developments to state-of-the-art device design, as well as examples encompassing a wide range of related sub-areas. The content of the book covers all-dielectric and metallodielectric optical metasurface deep learning-accelerated inverse-design, deep neural networks for inverse scattering, applications of deep learning for advanced antenna design, and other related topics. To aid in reader comprehension, each chapter contains 10-15 illustrations, including prototype photos, line graphs, and electric field plots. Contributed to by leading research groups in the field, sample topics covered in Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning include: Optical and photonic design, including generative machine learning for photonic design and inverse design of electromagnetic systems RF and antenna design, including artificial neural networks for parametric electromagnetic modeling and optimization and analysis of uniform and non-uniform antenna arrays Inverse scattering, target classification, and other applications, including deep learning for high contrast inverse scattering of electrically large structures Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning is a must-have resource on the topic for university faculty, graduate students, and engineers within the fields of electromagnetics, wireless communications, antenna/RF design, and photonics, as well as researchers at large defense contractors and government laboratories.

Author : Bruce Jay Schachter
Publisher : Unknown
Page : 128 pages
File Size : 47,7 Mb
Release : 2020
Category : Algorithms
ISBN : 1510631194

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Automatic Target Recognition by Bruce Jay Schachter Pdf

"From an engineer designing Automatic Target Recognition (ATR) systems for 40 years, comes this step-by-step guide to producing state-of-the-art ATR systems. The full spectrum of ATR designs are covered, from systems that just suggest targets to the warfighter to ATRs that could serve as the "brains" of lethal autonomous robots. Unfortunately, when it comes to ATR, some practitioners claim that their off-the-shelf canned algorithms magically leap from academic research to deployment with scant domain knowledge or system engineering. Deep learning is marketed more than deep understanding, deep explainability or deep fusion of on-platform resources. Naïve practitioners twist a few algorithmic knobs, and test on data of uncertain virtue, until performance seems superb. Unfortunately, with the enemy and ever changing environment conspiring to defeat detection and recognition, naively designed ATRs can fail in unexpected and spectacular ways. Trustworthy ATRs need to fuse multiple data and metadata sources, continuously learn from and adapt to their environment, interact with humans in natural language, and deal with in-library and out-of-library targets and confusor objects. This book provides a blueprint for smarter, more autonomous, more sophisticated ATR designs"--

Author : Uttam K. Majumder,Erik P. Blasch,David A. Garren
Publisher : Artech House
Page : 290 pages
File Size : 46,7 Mb
Release : 2020-07-31
Category : Technology & Engineering
ISBN : 9781630816391

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Deep Learning for Radar and Communications Automatic Target Recognition by Uttam K. Majumder,Erik P. Blasch,David A. Garren Pdf

This authoritative resource presents a comprehensive illustration of modern Artificial Intelligence / Machine Learning (AI/ML) technology for radio frequency (RF) data exploitation. It identifies technical challenges, benefits, and directions of deep learning (DL) based object classification using radar data, including synthetic aperture radar (SAR) and high range resolution (HRR) radar. The performance of AI/ML algorithms is provided from an overview of machine learning (ML) theory that includes history, background primer, and examples. Radar data issues of collection, application, and examples for SAR/HRR data and communication signals analysis are discussed. In addition, this book presents practical considerations of deploying such techniques, including performance evaluation, energy-efficient computing, and the future unresolved issues.

Author : P. Tait
Publisher : IET
Page : 428 pages
File Size : 46,6 Mb
Release : 2005
Category : Technology & Engineering
ISBN : 9780863415012

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Introduction to Radar Target Recognition by P. Tait Pdf

This book text provides an overview of the radar target recognition process and covers the key techniques being developed for operational systems. It is based on the fundamental scientific principles of high resolution radar, and explains how the underlying techniques can be used in real systems, taking into account the characteristics of practical radar system designs and component limitations. It also addresses operational aspects, such as how high resolution modes would fit in with other functions such as detection and tracking.

Author : Anonim
Publisher : Unknown
Page : 196 pages
File Size : 42,9 Mb
Release : 2013-07
Category : Delegated legislation
ISBN : UCR:31210024751156

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Federal Register by Anonim Pdf

Author : Anonim
Publisher : Jeffrey Frank Jones
Page : 128 pages
File Size : 43,9 Mb
Release : 2024-07-01
Category : Electronic
ISBN : 8210379456XXX

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Manuals Combined: Electronic Warfare and Radar Systems Engineering Handbook: 2013, 2012, 1999, 1997 Plus Principles of Naval Weapons Systems, Satellites And Radar Fundamentals by Anonim Pdf

Over 3.400 total pages ... Includes: Electronic Warfare and Radar Systems Engineering Handbook, 2013, 455 pages Electronic Warfare and Radar Systems Engineering Handbook, 2012, 399 pages Electronic Warfare and Radar Systems Engineering Handbook, 1999, 287 pages Electronic Warfare and Radar Systems Engineering Handbook, 1997, 602 pages Electronic Warfare Fundamentals, 2000, 351 pages Radar Fundamentals Student Guide Volume II, no date, 355 pages Principles of Naval Weapons Systems, no date, 351 pages Electronic Warfare, U.S. Marine Corps, 2002, 73 pages Marine Corps Warfighting Publication (MCWP) 6-22, Communications and Information Systems, 1999, 146 pages Marine Corps Warfighting Publication (MCWP) 6-22D, Field Antenna Handbook, 1999, 146 pages, 192 pages Plan / Design / Layout Of Satellite Communication Systems, 1994, 169 pages

Author : Office of The Federal Register
Publisher : IntraWEB, LLC and Claitor's Law Publishing
Page : 1147 pages
File Size : 44,6 Mb
Release : 2018-04-01
Category : Law
ISBN : 9781640243187

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2018 CFR Annual Print Title 22 Foreign Relations Parts 1 to 299 by Office of The Federal Register Pdf

Author : Piotr Samczynski,Elisa Giusti
Publisher : MDPI
Page : 394 pages
File Size : 50,8 Mb
Release : 2021-07-21
Category : Technology & Engineering
ISBN : 9783036509181

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Recent Advancements in Radar Imaging and Sensing Technology by Piotr Samczynski,Elisa Giusti Pdf

The aim of this Printed Edition of Special Issue entitled "Recent Advancements in Radar Imaging and Sensing Technology” was to gather the latest research results in the area of modern radar technology using active and/or radar imaging sensing techniques in different applications, including both military use and a broad spectrum of civilian applications. As a result, the 19 papers that have been published highlighted a variety of topics related to modern radar imaging and microwave sensing technology. The sequence of articles included in the Printed Edition of Special Issue dealt with wide aspects of different applications of radar imaging and sensing technology in the area of topics including high-resolution radar imaging, novel Synthetic Apertura Radar (SAR) and Inverse SAR (ISAR) imaging techniques, passive radar imaging technology, modern civilian applications of using radar technology for sensing, multiply-input multiply-output (MIMO) SAR imaging, tomography imaging, among others.

Author : Anonim
Publisher : Unknown
Page : 1156 pages
File Size : 41,7 Mb
Release : 2017
Category : Administrative law
ISBN : OSU:32437123609311

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Code of Federal Regulations by Anonim Pdf

Special edition of the Federal Register, containing a codification of documents of general applicability and future effect ... with ancillaries.

Author : Anonim
Publisher : Unknown
Page : 456 pages
File Size : 50,8 Mb
Release : 2004
Category : Image processing
ISBN : UOM:39015058327258

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Automatic Target Recognition by Anonim Pdf

Author : Richard S. Deakin
Publisher : Artech House
Page : 524 pages
File Size : 47,6 Mb
Release : 2010
Category : Technology & Engineering
ISBN : 9781596933385

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Battlespace Technologies by Richard S. Deakin Pdf

The era of mechanized warfare is rapidly giving way to the battle for information superiority OCo enabled by electronic technologies that provide data for detailed analysis of enemy forces and capabilities. Supported with over 400 four-color photographs and illustrations, this new book is written and designed specifically to help non-specialists quickly understand the complexities of Network Enabled Capability (NEC). It offers you expert guidance on how to achieve information dominance throughout the battlespace by effectively employing the technologies, concepts, and decision-making processes of network enabled warfare.Written in clear, nontechnical language with minimum mathematics, the book explains how to use sensor technologies, including radar and electronic warfare systems, to disseminate information to key decision makers in timely and relevant manner. You learn how these technologies allow for the effective acquisition and dissemination of intelligence, while denying the collection, dissemination and use of intelligence by enemy forces.Providing a complete understanding of the advantages and weaknesses of information warfare, this practical book shows you what factors need to be taken into account when designing systems and equipment for use in a network-enabled environment. Moreover, this forward-looking reference explores what evolving requirements to consider for future air, land, and sea battlespace scenarios. This is an extraordinarily valuable and useful resource for military staff, defense industry engineers and managers, and government officials involved with defense funding decisions."

Author : Bruce J. Schacter
Publisher : SPIE-International Society for Optical Engineering
Page : 0 pages
File Size : 45,7 Mb
Release : 2017
Category : Algorithms
ISBN : 1510611274

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Automatic Target Recognition by Bruce J. Schacter Pdf

This second edition of Automatic Target Recognition provides an inside view of the automatic target recognition (ATR) field from the perspective of an engineer working in the field for 40 years. The algorithm descriptions and testing procedures covered in the book are appropriate for addressing military problems. The book also addresses unique aspects and considerations in the design, testing, and fielding of ATR systems. These considerations need to be understood by ATR engineers working in the defense industry as well as by their government customers. The final chapter discusses the future of ATR and provides a type of Turing test for determining if an ATR system is truly smart (neuromorphic or brain-like). New to this edition is a reference design for a next-generation ATR. Coupling a Controller C to a recurrent ATR Model M forms a complete system that is more powerful in many ways than a standard ATR. This next-generation ATR can learn a never-ending sequence of tasks, adapt to unknown environments, and realize abstract planning and reasoning. It is suitable for implementation on two chips: a single, custom, low-power chip (

Author : Dylan D. Schmorrow,Cali M. Fidopiastis
Publisher : Springer
Page : 377 pages
File Size : 41,8 Mb
Release : 2018-07-10
Category : Computers
ISBN : 9783319914671

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Augmented Cognition: Users and Contexts by Dylan D. Schmorrow,Cali M. Fidopiastis Pdf

This two-volume set LNCS 10915 and 10916 constitutes the refereed proceedings of the 12h International Conference on Augmented Cognition, AC 2018, held as part of the 20th International Conference on Human-Computer Interaction, HCII 2018, in Las Vegas, NV, USA in July 2018. The 1171 papers presented at HCII 2018 conferences were carefully reviewed and selected from 4346 submissions. The papers cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of applications areas. The papers in this volume are organized in the following topical sections:Cognitive modeling, perception, emotion and interaction, augmented learning and training, shared cognition, team performance and decision-making.