High Resolution And Robust Signal Processing

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High-Resolution and Robust Signal Processing

Yingbo Hua,Alex Gershman,Qi Cheng
High Resolution and Robust Signal Processing Book PDF

Author : Yingbo Hua,Alex Gershman,Qi Cheng
Publisher : CRC Press
Page : 550 pages
File Size : 46,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781482276404

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High-Resolution and Robust Signal Processing by Yingbo Hua,Alex Gershman,Qi Cheng Pdf

High-Resolution and Robust Signal Processing describes key methodological and theoretical advances achieved in this domain over the last twenty years, placing emphasis on modern developments and recent research pursuits. Applications-grounded, this sophisticated resource links theoretical background with high-resolution methods used in wireless communications, brain signal analysis, and space-time radar signal processing. Chapter extras include theorem proofs, derivations, and computational shortcuts, as well as open problems, numerical measurement, and performance examples, and simulation results Sixteen illustrious field leaders invest High-Resolution and Robust Signal Processing with: in-depth reviews of parametric high-resolution estimation and detection techniques; robust array processing solutions for adaptive beam forming and high-resolution direction finding; Parafac techniques for high-resolution array processing and specific areas of application; high-resolution nonparametric methods and implementation tactics for spectral analysis; multidimensional high-resolution data models and discussion of R-D unitary ESPRIT with colored noise; multidimensional high-resolution parameter estimation techniques applicable to channel sounding; estimation procedures for high-resolution space-time radar signal processing using 2-D or 1-D/1-D models; and models and methods for EEG/MEG space-time dipole source estimation and sensory array design.

Robust Statistics for Signal Processing

Abdelhak M. Zoubir,Visa Koivunen,Esa Ollila,Michael Muma
Robust Statistics for Signal Processing Book PDF

Author : Abdelhak M. Zoubir,Visa Koivunen,Esa Ollila,Michael Muma
Publisher : Cambridge University Press
Page : 315 pages
File Size : 44,6 Mb
Release : 2018-11-08
Category : Mathematics
ISBN : 9781107017412

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Robust Statistics for Signal Processing by Abdelhak M. Zoubir,Visa Koivunen,Esa Ollila,Michael Muma Pdf

Understand the benefits of robust statistics for signal processing using this unique and authoritative text.

Adaptive Signal Processing in Wireless Communications

Mohamed Ibnkahla
Adaptive Signal Processing in Wireless Communications Book PDF

Author : Mohamed Ibnkahla
Publisher : CRC Press
Page : 520 pages
File Size : 54,8 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781351835749

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Adaptive Signal Processing in Wireless Communications by Mohamed Ibnkahla Pdf

Adaptive techniques play a key role in modern wireless communication systems. The concept of adaptation is emphasized in the Adaptation in Wireless Communications Series through a unified framework across all layers of the wireless protocol stack ranging from the physical layer to the application layer, and from cellular systems to next-generation wireless networks. This specific volume, Adaptive Signal Processing in Wireless Communications is devoted to adaptation in the physical layer. It gives an in-depth survey of adaptive signal processing techniques used in current and future generations of wireless communication systems. Featuring the work of leading international experts, it covers adaptive channel modeling, identification and equalization, adaptive modulation and coding, adaptive multiple-input-multiple-output (MIMO) systems, and cooperative diversity. It also addresses other important aspects of adaptation in wireless communications such as hardware implementation, reconfigurable processing, and cognitive radio. A second volume in the series, Adaptation and Cross-layer Design in Wireless Networks(cat no.46039) is devoted to adaptation in the data link, network, and application layers.

Robust Adaptive Beamforming

Jian Li,Petre Stoica
Robust Adaptive Beamforming Book PDF

Author : Jian Li,Petre Stoica
Publisher : John Wiley & Sons
Page : 422 pages
File Size : 43,7 Mb
Release : 2005-10-10
Category : Technology & Engineering
ISBN : 9780471733461

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Robust Adaptive Beamforming by Jian Li,Petre Stoica Pdf

The latest research and developments in robust adaptivebeamforming Recent work has made great strides toward devising robust adaptivebeamformers that vastly improve signal strength against backgroundnoise and directional interference. This dynamic technology hasdiverse applications, including radar, sonar, acoustics, astronomy,seismology, communications, and medical imaging. There are alsoexciting emerging applications such as smart antennas for wirelesscommunications, handheld ultrasound imaging systems, anddirectional hearing aids. Robust Adaptive Beamforming compiles the theories and work ofleading researchers investigating various approaches in onecomprehensive volume. Unlike previous efforts, these pioneeringstudies are based on theories that use an uncertainty set of thearray steering vector. The researchers define their theories,explain their methodologies, and present their conclusions. Methodspresented include: * Coupling the standard Capon beamformers with a spherical orellipsoidal uncertainty set of the array steering vector * Diagonal loading for finite sample size beamforming * Mean-squared error beamforming for signal estimation * Constant modulus beamforming * Robust wideband beamforming using a steered adaptive beamformerto adapt the weight vector within a generalized sidelobe cancellerformulation Robust Adaptive Beamforming provides a truly up-to-date resourceand reference for engineers, researchers, and graduate students inthis promising, rapidly expanding field.

Academic Press Library in Signal Processing

Mats Viberg,Abdelhak Zoubir
Academic Press Library in Signal Processing Book PDF

Author : Mats Viberg,Abdelhak Zoubir
Publisher : Academic Press
Page : 1013 pages
File Size : 43,9 Mb
Release : 2013-08-31
Category : Technology & Engineering
ISBN : 9780124116214

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Academic Press Library in Signal Processing by Mats Viberg,Abdelhak Zoubir Pdf

This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing Presents core principles and shows their application Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing

Vijay Madisetti
Wireless Networking Radar Sensor Array Processing and Nonlinear Signal Processing Book PDF

Author : Vijay Madisetti
Publisher : CRC Press
Page : 874 pages
File Size : 47,6 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781420046052

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Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing by Vijay Madisetti Pdf

Now available in a three-volume set, this updated and expanded edition of the bestselling The Digital Signal Processing Handbook continues to provide the engineering community with authoritative coverage of the fundamental and specialized aspects of information-bearing signals in digital form. Encompassing essential background material, technical details, standards, and software, the second edition reflects cutting-edge information on signal processing algorithms and protocols related to speech, audio, multimedia, and video processing technology associated with standards ranging from WiMax to MP3 audio, low-power/high-performance DSPs, color image processing, and chips on video. Drawing on the experience of leading engineers, researchers, and scholars, the three-volume set contains 29 new chapters that address multimedia and Internet technologies, tomography, radar systems, architecture, standards, and future applications in speech, acoustics, video, radar, and telecommunications. This volume, Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing, provides complete coverage of the foundations of signal processing related to wireless, radar, space–time coding, and mobile communications, together with associated applications to networking, storage, and communications.

Handbook on Array Processing and Sensor Networks

Simon Haykin,K. J. Ray Liu
Handbook on Array Processing and Sensor Networks Book PDF

Author : Simon Haykin,K. J. Ray Liu
Publisher : John Wiley & Sons
Page : 924 pages
File Size : 40,6 Mb
Release : 2010-02-12
Category : Science
ISBN : 0470487054

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Handbook on Array Processing and Sensor Networks by Simon Haykin,K. J. Ray Liu Pdf

A handbook on recent advancements and the state of the art in array processing and sensor Networks Handbook on Array Processing and Sensor Networks provides readers with a collection of tutorial articles contributed by world-renowned experts on recent advancements and the state of the art in array processing and sensor networks. Focusing on fundamental principles as well as applications, the handbook provides exhaustive coverage of: wavelets; spatial spectrum estimation; MIMO radio propagation; robustness issues in sensor array processing; wireless communications and sensing in multi-path environments using multi-antenna transceivers; implicit training and array processing for digital communications systems; unitary design of radar waveform diversity sets; acoustic array processing for speech enhancement; acoustic beamforming for hearing aid applications; undetermined blind source separation using acoustic arrays; array processing in astronomy; digital 3D/4D ultrasound imaging technology; self-localization of sensor networks; multi-target tracking and classification in collaborative sensor networks via sequential Monte Carlo; energy-efficient decentralized estimation; sensor data fusion with application to multi-target tracking; distributed algorithms in sensor networks; cooperative communications; distributed source coding; network coding for sensor networks; information-theoretic studies of wireless networks; distributed adaptive learning mechanisms; routing for statistical inference in sensor networks; spectrum estimation in cognitive radios; nonparametric techniques for pedestrian tracking in wireless local area networks; signal processing and networking via the theory of global games; biochemical transport modeling, estimation, and detection in realistic environments; and security and privacy for sensor networks. Handbook on Array Processing and Sensor Networks is the first book of its kind and will appeal to researchers, professors, and graduate students in array processing, sensor networks, advanced signal processing, and networking.

MIMO Radar Signal Processing

Jian Li,Petre Stoica
MIMO Radar Signal Processing Book PDF

Author : Jian Li,Petre Stoica
Publisher : John Wiley & Sons
Page : 468 pages
File Size : 50,5 Mb
Release : 2008-10-10
Category : Science
ISBN : 9780470391433

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MIMO Radar Signal Processing by Jian Li,Petre Stoica Pdf

The first book to present a systematic and coherent picture of MIMO radars Due to its potential to improve target detection and discrimination capability, Multiple-Input and Multiple-Output (MIMO) radar has generated significant attention and widespread interest in academia, industry, government labs, and funding agencies. This important new work fills the need for a comprehensive treatment of this emerging field. Edited and authored by leading researchers in the field of MIMO radar research, this book introduces recent developments in the area of MIMO radar to stimulate new concepts, theories, and applications of the topic, and to foster further cross-fertilization of ideas with MIMO communications. Topical coverage includes: Adaptive MIMO radar Beampattern analysis and optimization for MIMO radar MIMO radar for target detection, parameter estimation, tracking,association, and recognition MIMO radar prototypes and measurements Space-time codes for MIMO radar Statistical MIMO radar Waveform design for MIMO radar Written in an easy-to-follow tutorial style, MIMO Radar Signal Processing serves as an excellent course book for graduate students and a valuable reference for researchers in academia and industry.

Digital Spectral Analysis

Francis Castanié
Digital Spectral Analysis Book PDF

Author : Francis Castanié
Publisher : John Wiley & Sons
Page : 297 pages
File Size : 42,9 Mb
Release : 2013-02-04
Category : Mathematics
ISBN : 9781118601839

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Digital Spectral Analysis by Francis Castanié Pdf

Digital Spectral Analysis provides a single source that offers complete coverage of the spectral analysis domain. This self-contained work includes details on advanced topics that are usually presented in scattered sources throughout the literature. The theoretical principles necessary for the understanding of spectral analysis are discussed in the first four chapters: fundamentals, digital signal processing, estimation in spectral analysis, and time-series models. An entire chapter is devoted to the non-parametric methods most widely used in industry. High resolution methods are detailed in a further four chapters: spectral analysis by stationary time series modeling, minimum variance, and subspace-based estimators. Finally, advanced concepts are the core of the last four chapters: spectral analysis of non-stationary random signals, space time adaptive processing: irregularly sampled data processing, particle filtering and tracking of varying sinusoids. Suitable for students, engineers working in industry, and academics at any level, this book provides a rare complete overview of the spectral analysis domain.

High-Resolution Microwave Imaging

Ruliang Yang,Haiying Li,Shiqiang Li,Ping Zhang,Lulu Tan,Xiangwu Gao,Xueyan Kang
High Resolution Microwave Imaging Book PDF

Author : Ruliang Yang,Haiying Li,Shiqiang Li,Ping Zhang,Lulu Tan,Xiangwu Gao,Xueyan Kang
Publisher : Springer
Page : 552 pages
File Size : 47,6 Mb
Release : 2017-12-13
Category : Technology & Engineering
ISBN : 9789811071386

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High-Resolution Microwave Imaging by Ruliang Yang,Haiying Li,Shiqiang Li,Ping Zhang,Lulu Tan,Xiangwu Gao,Xueyan Kang Pdf

This book comprehensively describes high-resolution microwave imaging and super-resolution information processing technologies and discusses new theories, methods and achievements in the high-resolution microwave imaging fields. Its chapters, which include abundant research results and examples, systematically summarize the authors’ main research findings in recent years. The book is intended for researchers, engineers and postgraduates in the fields of electronics systems, signal information processing and data analysis, microwave remote sensing and microwave imaging radar, as well as space technology, especially in the microwave remote sensing and airborne or space-borne microwave imaging radar fields.

IoT and Spacecraft Informatics

K.L. Yung,Andrew W. H. IP,Fatos Xhafa,K.K. Tseng
IoT and Spacecraft Informatics Book PDF

Author : K.L. Yung,Andrew W. H. IP,Fatos Xhafa,K.K. Tseng
Publisher : Elsevier
Page : 378 pages
File Size : 48,9 Mb
Release : 2022-03-29
Category : Technology & Engineering
ISBN : 9780128210529

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IoT and Spacecraft Informatics by K.L. Yung,Andrew W. H. IP,Fatos Xhafa,K.K. Tseng Pdf

IoT and Spacecraft Informatics provides the theory and applications of IoT systems in the design, development and operation of spacecraft. Sections present a high-level overview of IoT and introduce key concepts needed to successfully design IoT solutions, key technologies, protocols, and technical building blocks that combine into complete IoT solutions. The book features the latest advances, findings and state-of-the-art in research, case studies, development and implementation of IoT technologies for spacecraft and space systems. In addition, it concentrates on different aspects and techniques to achieve automatic control of spacecraft. This book is for researchers, PhD students, engineers and specialists in aerospace engineering as well as those in computer science, computer engineering or mechatronics. Presents state-of-the-art research on IoT and spacecraft technology Provides artificial intelligence-based solutions and robotics for space exploration applications Introduces new applications and case studies of IoT and spacecraft informatics

Fundamentals of Signal Processing in Generalized Metric Spaces

Andrey Popoff
Fundamentals of Signal Processing in Generalized Metric Spaces Book PDF

Author : Andrey Popoff
Publisher : CRC Press
Page : 839 pages
File Size : 41,8 Mb
Release : 2022-04-19
Category : Technology & Engineering
ISBN : 9781000572001

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Fundamentals of Signal Processing in Generalized Metric Spaces by Andrey Popoff Pdf

Exploring the interrelations between generalized metric spaces, lattice-ordered groups, and order statistics, the book contains a new algebraic approach to Signal Processing Theory. It describes mathematical concepts and results important in the development, analysis, and optimization of signal processing algorithms intended for various applications. The book offers a solution of large-scale Signal Processing Theory problems of increasing both signal processing efficiency under prior uncertainty conditions and signal processing rate that is provided by multiplication-free signal processing algorithms based on lattice-ordered group operations. From simple basic relationships to computer simulation, the text covers a wide range of new mathematical techniques essential for understanding the proposed signal processing algorithms developed for solving the following problems: signal parameter and spectral estimation, signal filtering, detection, classification, and resolution; array signal processing; demultiplexing and demodulation in multi-channel communication systems and multi-station networks; wavelet analysis of 1D/ 2D signals. Along with discussing mathematical aspects, each chapter presents examples illustrating operation of signal processing algorithms developed for various applications. The book helps readers understand relations between known classic and obtained results as well as recent research trends in Signal Processing Theory and its applications, providing all necessary mathematical background concerning lattice-ordered groups to prepare readers for independent work in the marked directions including more advanced research and development.

Academic Press Library in Signal Processing, Volume 7

Anonim
Academic Press Library in Signal Processing Volume 7 Book PDF

Author : Anonim
Publisher : Academic Press
Page : 650 pages
File Size : 52,7 Mb
Release : 2017-12-13
Category : Technology & Engineering
ISBN : 9780128118887

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Academic Press Library in Signal Processing, Volume 7 by Anonim Pdf

Academic Press Library in Signal Processing, Volume 7: Array, Radar and Communications Engineering is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in Array and Radar Processing, Communications Engineering and Machine Learning. Users will find the book to be an invaluable starting point to their research and initiatives. With this reference, readers will quickly grasp an unfamiliar area of research, understand the underlying principles of a topic, learn how a topic relates to other areas, and learn of research issues yet to be resolved. Presents a quick tutorial of reviews of important and emerging topics of research Explores core principles, technologies, algorithms and applications Edited and contributed by international leading figures in the field Includes comprehensive references to journal articles and other literature upon which to build further, more detailed knowledge

Adaptation in Wireless Communications - 2 Volume Set

Mohamed Ibnkahla
Adaptation in Wireless Communications 2 Volume Set Book PDF

Author : Mohamed Ibnkahla
Publisher : CRC Press
Page : 1048 pages
File Size : 45,8 Mb
Release : 2018-10-08
Category : Technology & Engineering
ISBN : 9781482290332

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Adaptation in Wireless Communications - 2 Volume Set by Mohamed Ibnkahla Pdf

The widespread use of adaptation techniques has helped to meet the increased demand for new applications. From adaptive signal processing to cross layer design, Adaptation in Wireless Communications covers all aspects of adaptation in wireless communications in a two-volume set. Each volume provides a unified framework for understanding adaptation and relates various specializations through common terminologies. In addition to simplified state-of-the-art cross layer design approaches, they also describe advanced techniques, such as adaptive resource management, 4G communications, and energy and mobility aware MAC protocols.

Spectral Analysis of Signals

Yanwei Wang,Jian Li,Petre Stoica
Spectral Analysis of Signals Book PDF

Author : Yanwei Wang,Jian Li,Petre Stoica
Publisher : Springer Nature
Page : 99 pages
File Size : 47,6 Mb
Release : 2022-05-31
Category : Technology & Engineering
ISBN : 9783031025259

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Spectral Analysis of Signals by Yanwei Wang,Jian Li,Petre Stoica Pdf

Spectral estimation is important in many fields including astronomy, meteorology, seismology, communications, economics, speech analysis, medical imaging, radar, sonar, and underwater acoustics. Most existing spectral estimation algorithms are devised for uniformly sampled complete-data sequences. However, the spectral estimation for data sequences with missing samples is also important in many applications ranging from astronomical time series analysis to synthetic aperture radar imaging with angular diversity. For spectral estimation in the missing-data case, the challenge is how to extend the existing spectral estimation techniques to deal with these missing-data samples. Recently, nonparametric adaptive filtering based techniques have been developed successfully for various missing-data problems. Collectively, these algorithms provide a comprehensive toolset for the missing-data problem based exclusively on the nonparametric adaptive filter-bank approaches, which are robust and accurate, and can provide high resolution and low sidelobes. In this book, we present these algorithms for both one-dimensional and two-dimensional spectral estimation problems.