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Radar Detection Theory of Sliding Window Processes

Radar Detection Theory of Sliding Window Processes
Author: Graham Weinberg
Publisher: CRC Press
Total Pages: 354
Release: 2017-09-27
Genre: Mathematics
ISBN: 1351650068

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Constant false alarm rate detection processes are important in radar signal processing. Such detection strategies are used as an alternative to optimal Neyman-Pearson based decision rules, since they can be implemented as a sliding window process running on a radar range-Doppler map. This book examines the development of such detectors in a modern framework. With a particular focus on high resolution X-band maritime surveillance radar, recent approaches are outlined and examined. Performance is assessed when the detectors are run in real X-band radar clutter. The book introduces relevant mathematical tools to allow the reader to understand the development, and follow its implementation.


Radar Detection Theory of Sliding Window Processes

Radar Detection Theory of Sliding Window Processes
Author: Graham V. Weinberg
Publisher:
Total Pages:
Release: 2017
Genre: Moving target indicator radar
ISBN: 9781351640541

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"Constant false alarm rate detection processes are important in radar signal processing. Such detection strategies are used as an alternative to optimal Neyman-Pearson based decision rules, since they can be implemented as a sliding window process running on a radar range-Doppler map. This book examines the development of such detectors in a modern framework. With a particular focus on high resolution X-band maritime surveillance radar, recent approaches are outlined and examined. Performance is assessed when the detectors are run in real X-band radar clutter. The book introduces relevant mathematical tools to allow the reader to understand the development, and follow its implementation."--Provided by publisher.


Topics in Radar Signal Processing

Topics in Radar Signal Processing
Author: Graham Weinberg
Publisher: BoD – Books on Demand
Total Pages: 282
Release: 2018-05-16
Genre: Technology & Engineering
ISBN: 1789231205

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Radar has been an important topic since its introduction, in a military context, during World War II. Due to advances in technology, it has been necessary to refine the algorithms employed within the signal processing architecture. Hence, this book provides a series of chapters examining some topics in modern radar signal processing. These include synthetic aperture radar, multiple-input multiple-output radar, as well as a series of chapters examining other key issues relevant to the central theme of the book.


Basic Radar Analysis, Second Edition

Basic Radar Analysis, Second Edition
Author: Mervin C. Budge
Publisher: Artech House
Total Pages: 816
Release: 2020-04-30
Genre: Technology & Engineering
ISBN: 1630815578

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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.


Directed Energy System Performance Prediction

Directed Energy System Performance Prediction
Author: Graham V. Weinberg
Publisher: Artech House
Total Pages: 207
Release: 2023-08-31
Genre: Technology & Engineering
ISBN: 1685690289

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This book presents a unique and comprehensive introduction to performance prediction of directed energy (DE) systems using mathematical modeling frameworks, with focus on high power radio frequency and high energy laser performance. It provides system designers with a means for predicting DE system performance and measuring the required power levels necessary to neutralize targets including UAVs and other unmanned swarms. The book begins with a systematic and concise overview of DE systems, including its historical roots. You will then learn how to develop effective mathematical models and understand how to use these models to implement safer and efficient use of DE systems in various scenarios. A special section is devoted to examples and attributes of unmanned systems since these are viewed as primary targets suitably disabled by DE systems. There is also an extensive survey of the relevant tools of mathematics and physics for DE systems, together with a series of pertinent references you can follow for further information. The final section of the book outlines potential future research directions that interested researchers are encouraged to pursue. With its exclusive and unmatched coverage of predictive modeling for DE systems and performance, this is an important book for engineers and operators working in the defense industry, including government and private contractors, as well as research practitioners at universities and engineering organizations worldwide working in the field of DE system performance.


Automatic Detection and Radar Data Processing

Automatic Detection and Radar Data Processing
Author: D. Curtis Schleher
Publisher: Artech House Publishers
Total Pages: 666
Release: 1980
Genre: Technology & Engineering
ISBN:

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Fundamentals of Radar Signal Processing, Third Edition

Fundamentals of Radar Signal Processing, Third Edition
Author: Mark A. Richards
Publisher: McGraw Hill Professional
Total Pages: 736
Release: 2022-04-01
Genre: Technology & Engineering
ISBN: 1260468720

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A complete guide to the full spectrum of fundamental radar signal processing systems—fully updated for the latest advances This thoroughly revised resource offers comprehensive coverage of foundational digital signal processing methods for both pulsed and FMCW radar. Developed from the author’s extensive academic and professional experience, Fundamentals of Radar Signal Processing, Third Edition covers all of the digital signal processing techniques that form the backbone of modern radar systems, revealing the common threads that unify them. The basic tools of linear systems, filtering, sampling, and Fourier analysis are used throughout to provide a unified tutorial approach. You will get end-of-chapter problems that reinforce and apply salient points as well as an online suite of tutorial MATLAB(R) demos and supplemental technical notes. Classroom instructors additionally receive a solutions manual and sample MATLAB® tutorial demos. Coverage includes: An introduction to radar systems Signal models Data acquisition and organization Waveforms and pulse compression Doppler processing Threshold detection and CFAR Measurements and tracking Synthetic aperture imaging Adaptive array processing and STAP


Stein's Method and Its Application in Radar Signal Processing

Stein's Method and Its Application in Radar Signal Processing
Author: Graham V. Weinberg
Publisher:
Total Pages: 26
Release: 2005
Genre:
ISBN:

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In the analysis of radar signal processing, many approximations are made in order to simplify systems analysis. In the context of radar detection, environmental assumptions, such as in the modelling of clutter and noise, are often made. Similar assumptions are employed in the analysis of speckle in radar imaging systems. In addition to this, further statistical approximations of random processes of interest are made. In radar detection theory, an assumption on the distribution of a clutter statistic is often made. An important part of the model validation process is to assess the validity of employed assumptions. The validity of environmental assumptions is often assessed on the basis of field trials. In the case of approximations of random processes of interest, there are a number of approaches. This study introduces a general scheme, known as Steinαs Method, for assesssing distributional approximations of random processes. It is described in general terms, and its application to the Poisson and Gaussian approximation of a given random variable is outlined. A new development of Steinαs Method for Exponential approximation is included. The importance of the latter is that it can be used as an approximating distribution distribution for a number of random variables of interest in radar.


Digital Signal Processing 101

Digital Signal Processing 101
Author: Michael Parker
Publisher: Newnes
Total Pages: 434
Release: 2017-06-28
Genre: Technology & Engineering
ISBN: 0128114541

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Digital Signal Processing 101: Everything You Need to Know to Get Started provides a basic tutorial on digital signal processing (DSP). Beginning with discussions of numerical representation and complex numbers and exponentials, it goes on to explain difficult concepts such as sampling, aliasing, imaginary numbers, and frequency response. It does so using easy-to-understand examples with minimum mathematics. In addition, there is an overview of the DSP functions and implementation used in several DSP-intensive fields or applications, from error correction to CDMA mobile communication to airborne radar systems. This book has been updated to include the latest developments in Digital Signal Processing, and has eight new chapters on: Automotive Radar Signal Processing Space-Time Adaptive Processing Radar Field Orientated Motor Control Matrix Inversion algorithms GPUs for computing Machine Learning Entropy and Predictive Coding Video compression Features eight new chapters on Automotive Radar Signal Processing, Space-Time Adaptive Processing Radar, Field Orientated Motor Control, Matrix Inversion algorithms, GPUs for computing, Machine Learning, Entropy and Predictive Coding, and Video compression Provides clear examples and a non-mathematical approach to get you up to speed quickly Includes an overview of the DSP functions and implementation used in typical DSP-intensive applications, including error correction, CDMA mobile communication, and radar systems


Detection, Estimation, and Modulation Theory

Detection, Estimation, and Modulation Theory
Author: Harry L. Van Trees
Publisher:
Total Pages: 656
Release: 1992
Genre: Science
ISBN:

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Paperback reprint of one of the most respected classics in the history of engineering publicationTogether with the reprint of Part I and the new Part IV, this will be the most complete treatment of the subject availableProvides a highly-readable discussion of Signal Processing and NoiseFeatures numerous problems and illustrations to help promote understanding of the topicsContents are highly applicable to current systems