Introduction To Synthetic Aperture Radar Using Python And Matlabr

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Introduction to Radar Using Python and MATLAB

Author : Lee Andrew (Andy) Harrison
Publisher : Artech House
ISBN 13 : 1630815993
Total Pages : 491 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Introduction to Radar Using Python and MATLAB by : Lee Andrew (Andy) Harrison

Download or read book Introduction to Radar Using Python and MATLAB written by Lee Andrew (Andy) Harrison and published by Artech House. This book was released on 2019-10-31 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive resource provides readers with the tools necessary to perform analysis of various waveforms for use in radar systems. It provides information about how to produce synthetic aperture (SAR) images by giving a tomographic formulation and implementation for SAR imaging. Tracking filter fundamentals, and each parameter associated with the filter and how each affects tracking performance are also presented. Various radar cross section measurement techniques are covered, along with waveform selection analysis through the study of the ambiguity function for each particular waveform from simple linear frequency modulation (LFM) waveforms to more complicated coded waveforms. The text includes the Python tool suite, which allows the reader to analyze and predict radar performance for various scenarios and applications. Also provided are MATLAB® scripts corresponding to the Python tools. The software includes a user-friendly graphical user interface (GUI) that provides visualizations of the concepts being covered. Users have full access to both the Python and MATLAB source code to modify for their application. With examples using the tool suite are given at the end of each chapter, this text gives readers a clear understanding of how important target scattering is in areas of target detection, target tracking, pulse integration, and target discrimination.

Introduction to Synthetic Aperture Radar Using Python and MATLAB®

Author : Lee Andrew (Andy) Harrison
Publisher : Artech House
ISBN 13 : 1630818658
Total Pages : 381 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Introduction to Synthetic Aperture Radar Using Python and MATLAB® by : Lee Andrew (Andy) Harrison

Download or read book Introduction to Synthetic Aperture Radar Using Python and MATLAB® written by Lee Andrew (Andy) Harrison and published by Artech House. This book was released on 2022-08-31 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive introduction to synthetic aperture radar (SAR) is a practical guide to the analysis, simulation, and design of SAR systems. The video eBook uses constructive examples and real-world collected datasets to demonstrate image registration and autofocus methods. Both two- and three-dimensional image formation algorithms are presented. Hardware, software, and environmental parameters are used to estimate performance limits for SAR operation and utilization. A set of Python and MATLAB software tools is included and provides you with an effective mechanism to analyze and predict SAR performance for various imaging scenarios and applications. Examples which use the software tools are provided at the end of each chapter to reinforce critical SAR imaging topics such as clutter-to-noise ratio, mapping rate, spatial resolution, Doppler bandwidth, pulse repetition frequency, and coherency. This is an excellent resource for engineering professionals working in areas of radar signal processing and imaging as well as students interested in studying SAR.

Synthetic Aperture Radar Signal Processing with MATLAB Algorithms

Author : Mehrdad Soumekh
Publisher : Wiley-Interscience
ISBN 13 : 9780471297062
Total Pages : 648 pages
Book Rating : 4.2/5 (97 download)

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Book Synopsis Synthetic Aperture Radar Signal Processing with MATLAB Algorithms by : Mehrdad Soumekh

Download or read book Synthetic Aperture Radar Signal Processing with MATLAB Algorithms written by Mehrdad Soumekh and published by Wiley-Interscience. This book was released on 1999-04-27 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date analysis of the SAR wavefront reconstruction signal theory and its digital implementation With the advent of fast computing and digital information processing techniques, synthetic aperture radar (SAR) technology has become both more powerful and more accurate. Synthetic Aperture Radar Signal Processing with MATLAB Algorithms addresses these recent developments, providing a complete, up-to-date analysis of SAR and its associated digital signal processing algorithms. This book introduces the wavefront reconstruction signal theory that underlies the best SAR imaging methods and provides clear guidelines to system design, implementation, and applications in diverse areas-from airborne reconnaissance to topographic imaging of ocean floors to surveillance and air traffic control to medical imaging techniques, and numerous others. Enabling professionals in radar signal and image processing to use synthetic aperture technology to its fullest potential, this work: * Includes M-files to supplement this book that can be retrieved from The MathWorks anonymous FTP server at ftp://ftp.mathworks.com/pub/books/soumekh * Provides practical examples and results from real SAR, ISAR, and CSAR databases * Outlines unique properties of the SAR signal that cannot be found in other information processing systems * Examines spotlight SAR, stripmap SAR, circular SAR, and monopulse SAR modalities * Discusses classical SAR processing issues such as motion compensation and radar calibration

Synthetic Aperture Radar Imaging Mechanism for Oil Spills

Author : Maged Marghany
Publisher : Gulf Professional Publishing
ISBN 13 : 0128181125
Total Pages : 324 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Synthetic Aperture Radar Imaging Mechanism for Oil Spills by : Maged Marghany

Download or read book Synthetic Aperture Radar Imaging Mechanism for Oil Spills written by Maged Marghany and published by Gulf Professional Publishing. This book was released on 2019-08-21 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Synthetic Aperture Radar Imaging Mechanism for Oil Spills delivers the critical tool needed to understand the latest technology in radar imaging of oil spills, particularly microwave radar as a main source to understand analysis and applications in the field of marine pollution. Filling the gap between modern physics quantum theory and applications of radar imaging of oil spills, this reference is packed with technical details associated with the potentiality of synthetic aperture radar (SAR) and the key methods used to extract the value-added information necessary, such as location, size, perimeter and chemical details of the oil slick from SAR measurements. Rounding out with practical simulation trajectory movements of oil spills using radar images, this book brings an effective new source of technology and applications for today's oil and marine pollution engineers. - Bridges the gap between theory and application of the techniques involving oil spill monitoring - Helps readers understand a new approach to four-dimensional automatic detection - Provides advanced knowledge on image processing based on intelligent learning machine algorithms and new techniques for detection, such as quantum and multi-objective algorithms

Digital Processing of Synthetic Aperture Radar Data

Author : Ian G. Cumming
Publisher :
ISBN 13 : 9781580530583
Total Pages : 0 pages
Book Rating : 4.5/5 (35 download)

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Book Synopsis Digital Processing of Synthetic Aperture Radar Data by : Ian G. Cumming

Download or read book Digital Processing of Synthetic Aperture Radar Data written by Ian G. Cumming and published by . This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Principles of Synthetic Aperture Radar Imaging

Author : Kun-Shan Chen
Publisher : CRC Press
ISBN 13 : 1466593156
Total Pages : 232 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Principles of Synthetic Aperture Radar Imaging by : Kun-Shan Chen

Download or read book Principles of Synthetic Aperture Radar Imaging written by Kun-Shan Chen and published by CRC Press. This book was released on 2016-01-05 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles of Synthetic Aperture Radar Imaging: A System Simulation Approach demonstrates the use of image simulation for SAR. It covers the various applications of SAR (including feature extraction, target classification, and change detection), provides a complete understanding of SAR principles, and illustrates the complete chain of a SAR operati

Introduction to Synthetic Aperture Radar: Concepts and Practice

Author : E. David Jansing
Publisher : McGraw Hill Professional
ISBN 13 : 1260458970
Total Pages : 209 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Introduction to Synthetic Aperture Radar: Concepts and Practice by : E. David Jansing

Download or read book Introduction to Synthetic Aperture Radar: Concepts and Practice written by E. David Jansing and published by McGraw Hill Professional. This book was released on 2021-04-23 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the principles and applications of synthetic aperture radar This comprehensive guide offers a solid grounding in synthetic aperture radar (SAR) fundamentals and techniques. Written by a remote sensing and signal processing expert, Introduction to Synthetic Aperture Radar: Concepts and Practice clearly explains data collection, image formation, error correction, and image quality. You will get concise descriptions of commonly used image formation algorithms, including the Range-Doppler Algorithm (RDA) and the Polar Formatting Algorithm (PFA). Continuous wave LFM systems, interferometry, polarimetry, and moving objects are discussed in detail. Coverage includes: Origins of synthetic aperture radar Ranging and imaging Image formation and image processing tools Linear frequency-modulated chirp Image formation algorithms for quadrature demodulated data Image formation algorithms for dechirped data Autofocus Image quality and speckle reduction Linear frequency-modulated continuous wave systems Remote sensing Interferometry Moving objects in SAR

Introduction to Microwave Remote Sensing

Author : Iain H. Woodhouse
Publisher : CRC Press
ISBN 13 : 1351988557
Total Pages : 321 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Introduction to Microwave Remote Sensing by : Iain H. Woodhouse

Download or read book Introduction to Microwave Remote Sensing written by Iain H. Woodhouse and published by CRC Press. This book was released on 2017-07-12 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Microwave Remote Sensing offers an extensive overview of this versatile and extremely precise technology for technically oriented undergraduates and graduate students. This textbook emphasizes an important shift in conceptualization and directs it toward students with prior knowledge of optical remote sensing: the author dispels any linkage between microwave and optical remote sensing. Instead, he constructs the concept of microwave remote sensing by comparing it to the process of audio perception, explaining the workings of the ear as a metaphor for microwave instrumentation. This volume takes an “application-driven” approach. Instead of describing the technology and then its uses, this textbook justifies the need for measurement then explains how microwave technology addresses this need. Following a brief summary of the field and a history of the use of microwaves, the book explores the physical properties of microwaves and the polarimetric properties of electromagnetic waves. It examines the interaction of microwaves with matter, analyzes passive atmospheric and passive surface measurements, and describes the operation of altimeters and scatterometers. The textbook concludes by explaining how high resolution images are created using radars, and how techniques of interferometry can be applied to both passive and active sensors.

Spotlight Synthetic Aperture Radar

Author : Walter G. Carrara
Publisher : Artech House on Demand
ISBN 13 : 9780890067284
Total Pages : 554 pages
Book Rating : 4.0/5 (672 download)

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Book Synopsis Spotlight Synthetic Aperture Radar by : Walter G. Carrara

Download or read book Spotlight Synthetic Aperture Radar written by Walter G. Carrara and published by Artech House on Demand. This book was released on 1995-01-01 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: ?The book gives an excellent theoretical and practical background of SAR in general and specifically of spotlight SAR. The rich experience of the authors in spotlight SAR processing is reflected by a very detailed summary of the associated theory as well as a lot of SAR image examples. These images illustrate the techniques described in the book and provide a valuable connection to practice. This book can be highly recommended to all scientists and engineers involved in SAR system design and SAR data evaluation.?---International Journal of Electronics and Communications

Basic Radar Analysis, Second Edition

Author : Mervin C. Budge
Publisher : Artech House
ISBN 13 : 1630815578
Total Pages : 816 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Basic Radar Analysis, Second Edition by : Mervin C. Budge

Download or read book Basic Radar Analysis, Second Edition written by Mervin C. Budge and published by Artech House. This book was released on 2020-04-30 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly-anticipated second edition of an Artech House classic covers several key radar analysis areas: the radar range equation, detection theory, ambiguity functions, waveforms, antennas, active arrays, receivers and signal processors, CFAR and chaff analysis. Readers will be able to predict the detection performance of a radar system using the radar range equation, its various parameters, matched filter theory, and Swerling target models. The performance of various signal processors, single pulse, pulsed Doppler, LFM, NLFM, and BPSK, are discussed, taking into account factors including MTI processing, integration gain, weighting loss and straddling loss. The details of radar analysis are covered from a mathematical perspective, with in-depth breakdowns of radar performance in the presence of clutter. Readers will be able to determine the nose temperature of a multi-channel receiver as it is used in active arrays. With the addition of three new chapters on moving target detectors, inverse synthetic aperture radar (ISAR) and constant false alarm rate (CFAR) and new MATLAB codes, this expanded second edition will appeal to the novice as well as the experienced practitioner.

Deep Learning Applications of Short-Range Radars

Author : Avik Santra
Publisher : Artech House
ISBN 13 : 1630817473
Total Pages : 358 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Deep Learning Applications of Short-Range Radars by : Avik Santra

Download or read book Deep Learning Applications of Short-Range Radars written by Avik Santra and published by Artech House. This book was released on 2020-09-30 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This exciting new resource covers various emerging applications of short range radars, including people counting and tracking, gesture sensing, human activity recognition, air-drawing, material classification, object classification, vital sensing by extracting features such as range-Doppler Images (RDI), range-cross range images, Doppler Spectrogram or directly feeding raw ADC data to the classifiers. The book also presents how deep learning architectures are replacing conventional radar signal processing pipelines enabling new applications and results. It describes how deep convolutional neural networks (DCNN), long-short term memory (LSTM), feedforward networks, regularization, optimization algorithms, connectionist This exciting new resource presents emerging applications of artificial intelligence and deep learning in short-range radar. The book covers applications ranging from industrial, consumer space to emerging automotive applications. The book presents several human-machine interface (HMI) applications, such as gesture recognition and sensing, human activity classification, air-writing, material classification, vital sensing, people sensing, people counting, people localization and in-cabin automotive occupancy and smart trunk opening. The underpinnings of deep learning are explored, outlining the history of neural networks and the optimization algorithms to train them. Modern deep convolutional neural network (DCNN), popular DCNN architectures for computer vision and their features are also introduced. The book presents other deep learning architectures, such as long-short term memory (LSTM), auto-encoders, variational auto-encoders (VAE), and generative adversarial networks (GAN). The application of human activity recognition as well as the application of air-writing using a network of short-range radars are outlined. This book demonstrates and highlights how deep learning is enabling several advanced industrial, consumer and in-cabin applications of short-range radars, which weren't otherwise possible. It illustrates various advanced applications, their respective challenges, and how they are been addressed using different deep learning architectures and algorithms.

Fundamentals of Radar Signal Processing

Author : Mark A. Richards
Publisher : McGraw Hill Professional
ISBN 13 : 0071776486
Total Pages : 547 pages
Book Rating : 4.0/5 (717 download)

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Book Synopsis Fundamentals of Radar Signal Processing by : Mark A. Richards

Download or read book Fundamentals of Radar Signal Processing written by Mark A. Richards and published by McGraw Hill Professional. This book was released on 2005-07-15 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in DSP (digital signal processing) have radically altered the design and usage of radar systems -- making it essential for both working engineers as well as students to master DSP techniques. This text, which evolved from the author's own teaching, offers a rigorous, in-depth introduction to today's complex radar DSP technologies. Contents: Introduction to Radar Systems * Signal Models * Sampling and Quantization of Pulsed Radar Signals * Radar Waveforms * Pulse Compression Waveforms * Doppler Processing * Detection Fundamentals * Constant False Alarm Rate (CFAR) Detection * Introduction to Synthetic Aperture Imaging

Introduction to Radar Systems

Author : Merrill Ivan Skolnik
Publisher : McGraw-Hill Companies
ISBN 13 :
Total Pages : 672 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Introduction to Radar Systems by : Merrill Ivan Skolnik

Download or read book Introduction to Radar Systems written by Merrill Ivan Skolnik and published by McGraw-Hill Companies. This book was released on 1962 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the publication of the second edition of "Introduction to Radar Systems," there has been continual development of new radar capabilities and continual improvements to the technology and practice of radar. This growth has necessitated the addition and updating of the following topics for the third edition: digital technology, automatic detection and tracking, doppler technology, airborne radar, and target recognition. The topic coverage is one of the great strengths of the text. In addition to a thorough revision of topics, and deletion of obsolete material, the author has added end-of-chapter problems to enhance the "teachability" of this classic book in the classroom, as well as for self-study for practicing engineers.

Polarimetric Synthetic Aperture Radar

Author : Irena Hajnsek
Publisher : Springer Nature
ISBN 13 : 3030565041
Total Pages : 304 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Polarimetric Synthetic Aperture Radar by : Irena Hajnsek

Download or read book Polarimetric Synthetic Aperture Radar written by Irena Hajnsek and published by Springer Nature. This book was released on 2021-03-24 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book focuses on the practical application of electromagnetic polarimetry principles in Earth remote sensing with an educational purpose. In the last decade, the operations from fully polarimetric synthetic aperture radar such as the Japanese ALOS/PalSAR, the Canadian Radarsat-2 and the German TerraSAR-X and their easy data access for scientific use have developed further the research and data applications at L,C and X band. As a consequence, the wider distribution of polarimetric data sets across the remote sensing community boosted activity and development in polarimetric SAR applications, also in view of future missions. Numerous experiments with real data from spaceborne platforms are shown, with the aim of giving an up-to-date and complete treatment of the unique benefits of fully polarimetric synthetic aperture radar data in five different domains: forest, agriculture, cryosphere, urban and oceans.

Radar for Fully Autonomous Driving

Author : Matt Markel
Publisher : Artech House
ISBN 13 : 1630818976
Total Pages : 360 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Radar for Fully Autonomous Driving by : Matt Markel

Download or read book Radar for Fully Autonomous Driving written by Matt Markel and published by Artech House. This book was released on 2022-04-30 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to bring together the increasingly complex radar automotive technologies and tools being explored and utilized in the development of fully autonomous vehicles – technologies and tools now understood to be an essential need for the field to fully mature. The book presents state-of-the-art knowledge as shared by the best and brightest experts working in the automotive radar industry today -- leaders who have “been there and done that.” Each chapter is written as a standalone "master class" with the authors, seeing the topic through their eyes and experiences. Where beneficial, the chapters reference one another but can otherwise be read in any order desired, making the book an excellent go-to reference for a particular topic or review you need to understand. You’ll get a big-picture tour of the key radar needs for fully autonomous vehicles, and how achieving these needs is complicated by the automotive environment’s dense scenes, number of possible targets of interest, and mix of very large and very small returns. You’ll then be shown the challenges from – and mitigations to – radio frequency interference (RFI), an ever-increasing challenge as the number of vehicles with radars – and radars per vehicle grow. The book also dives into the impacts of weather on radar performance, providing you with insights gained from extensive real-world testing. You are then taken through the integration and systems considerations, especially regarding safety, computing needs, and testing. Each of these areas is influenced heavily by the needs of fully autonomous vehicles and are open areas of research and development. With this authoritative volume you will understand: * How to engage with radar designers (from a system integrator / OEM standpoint); * How to structure and set requirements for automotive radars; * How to address system safety needs for radars in fully autonomous vehicles; * How to assess weather impact on the radar and its ability to support autonomy; * How to include weather effects into specifications for radars. This is an essential reference for engineers currently in the autonomous vehicle arena and/or working in automotive radar development, as well as engineers and leaders in adjacent radar fields needing to stay abreast of the rapid developments in this exciting and dynamic field of research and development.

Fourier Ptychographic Imaging

Author : Guoan Zheng
Publisher : Morgan & Claypool Publishers
ISBN 13 : 168174273X
Total Pages : 94 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Fourier Ptychographic Imaging by : Guoan Zheng

Download or read book Fourier Ptychographic Imaging written by Guoan Zheng and published by Morgan & Claypool Publishers. This book was released on 2016-06-30 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the concept of Fourier ptychography, a new imaging technique that bypasses the resolution limit of the employed optics. In particular, it transforms the general challenge of high-throughput, high-resolution imaging from one that is coupled to the physical limitations of the optics to one that is solvable through computation. Demonstrated in a tutorial form and providing many MATLAB® simulation examples for the reader, it also discusses the experimental implementation and recent developments of Fourier ptychography. This book will be of interest to researchers and engineers learning simulation techniques for Fourier optics and the Fourier ptychography concept.

Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches

Author : Angelo Coluccia
Publisher : Artech House
ISBN 13 : 1630819018
Total Pages : 235 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches by : Angelo Coluccia

Download or read book Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches written by Angelo Coluccia and published by Artech House. This book was released on 2022-11-30 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows you how to adopt data-driven techniques for the problem of radar detection, both per se and in combination with model-based approaches. In particular, the focus is on space-time adaptive target detection against a background of interference consisting of clutter, possible jammers, and noise. It is a handy, concise reference for many classic (model-based) adaptive radar detection schemes as well as the most popular machine learning techniques (including deep neural networks) and helps you identify suitable data-driven approaches for radar detection and the main related issues. You’ll learn how data-driven tools relate to, and can be coupled or hybridized with, traditional adaptive detection statistics; understand fundamental concepts, schemes, and algorithms from statistical learning, classification, and neural networks domains. The book also walks you through how these concepts and schemes have been adapted for the problem of radar detection in the literature and provides you with a methodological guide for the design, illustrating different possible strategies. You’ll be equipped to develop a unified view, under which you can exploit the new possibilities of the data-driven approach even using simulated data. This book is an excellent resource for Radar professionals and industrial researchers, postgraduate students in electrical engineering and the academic community.