Enhancing the Instantaneous Dynamic Range of Electronic Warfare Receivers Using Statistical Signal Processing

Enhancing the Instantaneous Dynamic Range of Electronic Warfare Receivers Using Statistical Signal Processing PDF

Author: Bryan E. Smith

Publisher:

Published: 2004-03

Total Pages: 121

ISBN-13: 9781423519812

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Accurately processing multiple, time-coincident signals presents a challenge to Electronic Warfare (EW) receivers, especially if the signals are close in frequency and/or mismatched in amplitude. The metric that quantifies an EW receiver's ability to measure time-coincident signals is the Instantaneous Dynamic Range (IDR), defined for a given frequency estimation accuracy, a given frequency separation and a given SNR as the maximum signal amplitude ratio that can be accommodated. Using a two sinusoid time-series model, this thesis analyzes IDR for ideal intercept and parametric digital EW receivers. In general, the number of signals contained in the EW receiver measurement interval is unknown. Thus, the non-parametric Discrete Fourier Transform (DFT) is employed in an EW intercept receiver with the associated amplitude dependent spectral leakage which limits IDR. A novel method to improve the DFT-based intercept receiver IDR by compensating for the high amplitude signal's spectral leakage using computationally efficient 3 bin interpolation algorithms is proposed and analyzed. For a desired frequency estimation accuracy of 1.5 bins, the method achieves an IDR of 57 dB with little frequency separation dependence when the signals are separated by more than 2 bins with a low amplitude signal SNR of 10 dB. For situations where the number of signals contained in the measurement interval is known, the IDR of an Iterative Generalized Least Squares (IGLS) algorithm-based parametric receiver is analyzed. A real and complex signal IDR Cramer-Rao Bound (IDR-CRB) is derived for parametric receivers by extending results contained in Rife. For tight frequency estimate requirements (these requirements depend on the number of measurement samples), the IDR-CRB yields achievable bounds. For less stringent frequency estimate requirements, the IDR-CRB is unrealistic

Special Design Topics in Digital Wideband Receivers

Special Design Topics in Digital Wideband Receivers PDF

Author: James B. Y. Tsui

Publisher: Artech House

Published: 2010

Total Pages: 440

ISBN-13: 160807031X

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Offering engineers a thorough examination of special, more advanced aspects of digital wideband receiver design, this practical book builds on fundamental resources on the topic, helping you gain a more comprehensive understanding of the subject. This in-depth volume presents a detailed look at a complete receiver design, including the encoder. Moreover, it discusses the detection of exotic signals and provides authoritative guidance on designing receivers used in electronic warfare. From frequency modulation and biphase shifting keys, to parameter encoders in electronic warfare receivers and the use of the simulation and probability density function to predict the false alarm parameter, this book focuses on critical topics and techniques that help you design digital wideband receivers for top performance. The authoritative reference is supported with over 310 illustrations and more than 180 equations.

High Speed Passive Radar Receiver with Application to Digital Television Signals

High Speed Passive Radar Receiver with Application to Digital Television Signals PDF

Author: Weiwei Sun

Publisher:

Published: 2017

Total Pages: 152

ISBN-13:

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In this dissertation we present initial results from the fourth generation receiver for the Manastash Ridge Radar (MRR), which is a distributed passive radar system used for ionospheric physics and engineering studies. This receiver permits simultaneous access to the HF, VHF, and UHF spectrum by sampling at speeds up to 5 billion samples per second on each antennas. This system has large aggregate bandwidth; it can simultaneously collect the entire VHF FM broadcast band as well as several UHF DTV broadcasts. The digitizers have eight-bit precision. The wide bandwidth sampling (oversampling) means that it is possible to accurately sample narrowband signals whose amplitude is much less than the least sampling quantum. Most of the analog signal path is eliminated, yielding excellent dynamic range, and high speed digital signal processing yields low-latency real time operation. We also present initial data from such a receiver used to support passive bistatic radar experiments. We discuss in detail algorithms to make effective use of the FPGA. For example, the sampler runs 8 or 16 times faster than the FPGA, so initial FPGA processing requires parallel algorithms. In our design the downconverter passband center frequencies and spectral widths are selectable at run time, and can be changed in a few milliseconds. The FPGA operates in fixed point, which presents both opportunities and challenges in managing precision during the signal processing, for networking, and for subsequent signal processing. Data is sent off the receiver via one or more 10 GbE ports. In our current implementation system performance is limited primarily by network bandwidth. For radar application, the signal to clutter ratio is dominant for radar system performance. DTV signals have a known structure which permits recovery of the original transmitted waveform from imperfect reception. With such a nearly ideal reference signal, we are able to map the multipath and also improve the instantaneous dynamic range to over 100 dB with one-second coherent processing, and thus detect the weak echoes from targets of interest, such as aircraft or ionospheric field-aligned irregularities, and pave the way for AoA estimates or interferometric imaging of these scatterers.

Electronic Warfare and Radar Systems Engineering Handbook

Electronic Warfare and Radar Systems Engineering Handbook PDF

Author:

Publisher:

Published: 1997-04-01

Total Pages: 605

ISBN-13: 9781423572381

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This handbook is designed to aid electronic warfare and radar systems engineers in making general estimations regarding capabilities of systems. It is not intended as a detailed designer's guide, due to space limitations. Portions of the handbook and future changes will be posted on an internet link.

Introduction to Communication Electronic Warfare Systems

Introduction to Communication Electronic Warfare Systems PDF

Author: Richard Poisel

Publisher: Artech House Publishers

Published: 2008

Total Pages: 0

ISBN-13: 9781596934528

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Focusing mainly on engineering aspects of communications electronic warfare (EW) systems, this thoroughly updated and revised edition of a popular Artech House book offers a current and complete introduction to the subject. The second edition adds a wealth of new material, including expanded treatments of two critical areas -- RF noise and effects of signal fading and important topic of jamming performance over fading channels. Provides understanding of how modern direction finders for communication signals work and how to measure performance, defining basic operations necessary for communication EW systems. Provides a technique for geolocation of low probability of intercept/anti-jam targets.

Software-Defined Radio for Engineers

Software-Defined Radio for Engineers PDF

Author: Alexander M. Wyglinski

Publisher: Artech House

Published: 2018-04-30

Total Pages: 378

ISBN-13: 1630814598

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Based on the popular Artech House classic, Digital Communication Systems Engineering with Software-Defined Radio, this book provides a practical approach to quickly learning the software-defined radio (SDR) concepts needed for work in the field. This up-to-date volume guides readers on how to quickly prototype wireless designs using SDR for real-world testing and experimentation. This book explores advanced wireless communication techniques such as OFDM, LTE, WLA, and hardware targeting. Readers will gain an understanding of the core concepts behind wireless hardware, such as the radio frequency front-end, analog-to-digital and digital-to-analog converters, as well as various processing technologies. Moreover, this volume includes chapters on timing estimation, matched filtering, frame synchronization message decoding, and source coding. The orthogonal frequency division multiplexing is explained and details about HDL code generation and deployment are provided. The book concludes with coverage of the WLAN toolbox with OFDM beacon reception and the LTE toolbox with downlink reception. Multiple case studies are provided throughout the book. Both MATLAB and Simulink source code are included to assist readers with their projects in the field.

Signal Processing for Communications

Signal Processing for Communications PDF

Author: Paolo Prandoni

Publisher: Collection Savoir suisse

Published: 2008-06-17

Total Pages: 392

ISBN-13: 2940222207

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With a novel, less classical approach to the subject, the authors have written a book with the conviction that signal processing should be taught to be fun. The treatment is therefore less focused on the mathematics and more on the conceptual aspects, the idea being to allow the readers to think about the subject at a higher conceptual level, thus building the foundations for more advanced topics. The book remains an engineering text, with the goal of helping students solve real-world problems. In this vein, the last chapter pulls together the individual topics as discussed throughout the book into an in-depth look at the development of an end-to-end communication system, namely, a modem for communicating digital information over an analog channel.

Digital Audio Signal Processing

Digital Audio Signal Processing PDF

Author: Udo Zölzer

Publisher: John Wiley & Sons

Published: 2022-02-24

Total Pages: 420

ISBN-13: 1119832691

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Digital Audio Signal Processing The fully revised new edition of the popular textbook, featuring additional MATLAB exercises and new algorithms for processing digital audio signals Digital Audio Signal Processing (DASP) techniques are used in a variety of applications, ranging from audio streaming and computer-generated music to real-time signal processing and virtual sound processing. Digital Audio Signal Processing provides clear and accessible coverage of the fundamental principles and practical applications of digital audio processing and coding. Throughout the book, the authors explain a wide range of basic audio processing techniques and highlight new directions for automatic tuning of different algorithms and discuss state- of-the-art DASP approaches. Now in its third edition, this popular guide is fully updated with the latest signal processing algorithms for audio processing. Entirely new chapters cover nonlinear processing, Machine Learning (ML) for audio applications, distortion, soft/hard clipping, overdrive, equalizers and delay effects, sampling and reconstruction, and more. Covers the fundamentals of quantization, filters, dynamic range control, room simulation, sampling rate conversion, and audio coding Describes DASP techniques, their theoretical foundations, and their practical applications Discusses modern studio technology, digital transmission systems, storage media, and home entertainment audio components Features a new introductory chapter and extensively revised content throughout Provides updated application examples and computer-based activities supported with MATLAB exercises and interactive JavaScript applets via an author-hosted companion website Balancing essential concepts and technological topics, Digital Audio Signal Processing, Third Edition remains the ideal textbook for advanced music technology and engineering students in audio signal processing courses. It is also an invaluable reference for audio engineers, hardware and software developers, and researchers in both academia and industry.