Foundations Of Signal Processing

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Foundations of Signal Processing

Author : Martin Vetterli
Publisher : Cambridge University Press
ISBN 13 : 1139916572
Total Pages : pages
Book Rating : 4.1/5 (399 download)

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Book Synopsis Foundations of Signal Processing by : Martin Vetterli

Download or read book Foundations of Signal Processing written by Martin Vetterli and published by Cambridge University Press. This book was released on 2014-09-04 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive and engaging textbook introduces the basic principles and techniques of signal processing, from the fundamental ideas of signals and systems theory to real-world applications. Students are introduced to the powerful foundations of modern signal processing, including the basic geometry of Hilbert space, the mathematics of Fourier transforms, and essentials of sampling, interpolation, approximation and compression The authors discuss real-world issues and hurdles to using these tools, and ways of adapting them to overcome problems of finiteness and localization, the limitations of uncertainty, and computational costs. It includes over 160 homework problems and over 220 worked examples, specifically designed to test and expand students' understanding of the fundamentals of signal processing, and is accompanied by extensive online materials designed to aid learning, including Mathematica® resources and interactive demonstrations.

Foundations of Digital Signal Processing

Author : Patrick Gaydecki
Publisher : IET
ISBN 13 : 0852964315
Total Pages : 485 pages
Book Rating : 4.8/5 (529 download)

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Book Synopsis Foundations of Digital Signal Processing by : Patrick Gaydecki

Download or read book Foundations of Digital Signal Processing written by Patrick Gaydecki and published by IET. This book was released on 2004 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the basic theoretical, algorithmic and real-time aspects of digital signal processing (DSP). Detailed information is provided on off-line, real-time and DSP programming and the reader is effortlessly guided through advanced topics such as DSP hardware design, FIR and IIR filter design and difference equation manipulation.

Mathematical Foundations for Signal Processing, Communications, and Networking

Author : Erchin Serpedin
Publisher : CRC Press
ISBN 13 : 1439855145
Total Pages : 852 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Mathematical Foundations for Signal Processing, Communications, and Networking by : Erchin Serpedin

Download or read book Mathematical Foundations for Signal Processing, Communications, and Networking written by Erchin Serpedin and published by CRC Press. This book was released on 2017-12-04 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Foundations for Signal Processing, Communications, and Networking describes mathematical concepts and results important in the design, analysis, and optimization of signal processing algorithms, modern communication systems, and networks. Helping readers master key techniques and comprehend the current research literature, the book offers a comprehensive overview of methods and applications from linear algebra, numerical analysis, statistics, probability, stochastic processes, and optimization. From basic transforms to Monte Carlo simulation to linear programming, the text covers a broad range of mathematical techniques essential to understanding the concepts and results in signal processing, telecommunications, and networking. Along with discussing mathematical theory, each self-contained chapter presents examples that illustrate the use of various mathematical concepts to solve different applications. Each chapter also includes a set of homework exercises and readings for additional study. This text helps readers understand fundamental and advanced results as well as recent research trends in the interrelated fields of signal processing, telecommunications, and networking. It provides all the necessary mathematical background to prepare students for more advanced courses and train specialists working in these areas.

Mathematical Foundations for Signal Processing, Communications, and Networking

Author : Erchin Serpedin
Publisher : CRC Press
ISBN 13 : 1466514086
Total Pages : 859 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Mathematical Foundations for Signal Processing, Communications, and Networking by : Erchin Serpedin

Download or read book Mathematical Foundations for Signal Processing, Communications, and Networking written by Erchin Serpedin and published by CRC Press. This book was released on 2017-12-04 with total page 859 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Foundations for Signal Processing, Communications, and Networking describes mathematical concepts and results important in the design, analysis, and optimization of signal processing algorithms, modern communication systems, and networks. Helping readers master key techniques and comprehend the current research literature, the book offers a comprehensive overview of methods and applications from linear algebra, numerical analysis, statistics, probability, stochastic processes, and optimization. From basic transforms to Monte Carlo simulation to linear programming, the text covers a broad range of mathematical techniques essential to understanding the concepts and results in signal processing, telecommunications, and networking. Along with discussing mathematical theory, each self-contained chapter presents examples that illustrate the use of various mathematical concepts to solve different applications. Each chapter also includes a set of homework exercises and readings for additional study. This text helps readers understand fundamental and advanced results as well as recent research trends in the interrelated fields of signal processing, telecommunications, and networking. It provides all the necessary mathematical background to prepare students for more advanced courses and train specialists working in these areas.

Fundamentals of Statistical Signal Processing: Detection theory

Author : Steven M. Kay
Publisher : Pearson
ISBN 13 :
Total Pages : 584 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Fundamentals of Statistical Signal Processing: Detection theory by : Steven M. Kay

Download or read book Fundamentals of Statistical Signal Processing: Detection theory written by Steven M. Kay and published by Pearson. This book was released on 1998 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: V.2 Detection theory -- V.1 Estimation theory.

Fundamentals of Signal Processing in Metric Spaces with Lattice Properties

Author : Andrey Popoff
Publisher : CRC Press
ISBN 13 : 1351597132
Total Pages : 418 pages
Book Rating : 4.3/5 (515 download)

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Book Synopsis Fundamentals of Signal Processing in Metric Spaces with Lattice Properties by : Andrey Popoff

Download or read book Fundamentals of Signal Processing in Metric Spaces with Lattice Properties written by Andrey Popoff and published by CRC Press. This book was released on 2017-11-03 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring the interrelation between information theory and signal processing theory, the book contains a new algebraic approach to signal processing theory. Readers will learn this new approach to constructing the unified mathematical fundamentals of both information theory and signal processing theory in addition to new methods of evaluating quality indices of signal processing. The book discusses the methodology of synthesis and analysis of signal processing algorithms providing qualitative increase of signal processing efficiency under parametric and nonparametric prior uncertainty conditions. Examples are included throughout the book to further emphasize new material.

Fundamentals of Signal Processing in Generalized Metric Spaces

Author : Andrey Popoff
Publisher : CRC Press
ISBN 13 : 1000572005
Total Pages : 839 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Fundamentals of Signal Processing in Generalized Metric Spaces by : Andrey Popoff

Download or read book Fundamentals of Signal Processing in Generalized Metric Spaces written by Andrey Popoff and published by CRC Press. This book was released on 2022-04-19 with total page 839 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Foundations of Digital Signal Processing and Data Analysis

Author : James A. Cadzow
Publisher :
ISBN 13 : 9780023180118
Total Pages : 199 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Foundations of Digital Signal Processing and Data Analysis by : James A. Cadzow

Download or read book Foundations of Digital Signal Processing and Data Analysis written by James A. Cadzow and published by . This book was released on 1987 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Signal Processing Fundamentals

Author : Vijay Madisetti
Publisher : CRC Press
ISBN 13 : 1351835726
Total Pages : 995 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Digital Signal Processing Fundamentals by : Vijay Madisetti

Download or read book Digital Signal Processing Fundamentals written by Vijay Madisetti and published by CRC Press. This book was released on 2017-12-19 with total page 995 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Emphasizing theoretical concepts, Digital Signal Processing Fundamentals provides comprehensive coverage of the basic foundations of DSP and includes the following parts: Signals and Systems; Signal Representation and Quantization; Fourier Transforms; Digital Filtering; Statistical Signal Processing; Adaptive Filtering; Inverse Problems and Signal Reconstruction; and Time–Frequency and Multirate Signal Processing.

Fundamentals of Statistical Signal Processing, Volume 1: Estimation Theory

Author : Kay
Publisher : Pearson Education India
ISBN 13 : 9788131728994
Total Pages : 612 pages
Book Rating : 4.7/5 (289 download)

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Book Synopsis Fundamentals of Statistical Signal Processing, Volume 1: Estimation Theory by : Kay

Download or read book Fundamentals of Statistical Signal Processing, Volume 1: Estimation Theory written by Kay and published by Pearson Education India. This book was released on with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Foundations of Time-Frequency Analysis

Author : Karlheinz Gröchenig
Publisher : Springer Science & Business Media
ISBN 13 : 1461200032
Total Pages : 367 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Foundations of Time-Frequency Analysis by : Karlheinz Gröchenig

Download or read book Foundations of Time-Frequency Analysis written by Karlheinz Gröchenig and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time-frequency analysis is a modern branch of harmonic analysis. It com prises all those parts of mathematics and its applications that use the struc ture of translations and modulations (or time-frequency shifts) for the anal ysis of functions and operators. Time-frequency analysis is a form of local Fourier analysis that treats time and frequency simultaneously and sym metrically. My goal is a systematic exposition of the foundations of time-frequency analysis, whence the title of the book. The topics range from the elemen tary theory of the short-time Fourier transform and classical results about the Wigner distribution via the recent theory of Gabor frames to quantita tive methods in time-frequency analysis and the theory of pseudodifferential operators. This book is motivated by applications in signal analysis and quantum mechanics, but it is not about these applications. The main ori entation is toward the detailed mathematical investigation of the rich and elegant structures underlying time-frequency analysis. Time-frequency analysis originates in the early development of quantum mechanics by H. Weyl, E. Wigner, and J. von Neumann around 1930, and in the theoretical foundation of information theory and signal analysis by D.

Fundamentals of Digital Signal Processing

Author : Joyce Van de Vegte
Publisher : Pearson
ISBN 13 :
Total Pages : 842 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Fundamentals of Digital Signal Processing by : Joyce Van de Vegte

Download or read book Fundamentals of Digital Signal Processing written by Joyce Van de Vegte and published by Pearson. This book was released on 2002 with total page 842 pages. Available in PDF, EPUB and Kindle. Book excerpt: For sophomore to senior-level courses in Digital Signal Processing and Signal Processing in departments of engineering and technology. Conveying to students a sense of excitement regarding DSP, this text provides thorough coverage of digital signal processing techniques and all essential theory--extensively supported by examples, but not dependent on calculus. It includes a variety of interesting and in-depth DSP explorations to help establish the link between theory and practice, and an introduction to hardware and software for digital signal processors.

Foundations of Digital Signal Processing and Data Analysis

Author : James A. Cadzow
Publisher : Macmillan Publishing Company
ISBN 13 : 9780023180101
Total Pages : 479 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Foundations of Digital Signal Processing and Data Analysis by : James A. Cadzow

Download or read book Foundations of Digital Signal Processing and Data Analysis written by James A. Cadzow and published by Macmillan Publishing Company. This book was released on 1987-01 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fundamentals of Adaptive Signal Processing

Author : Aurelio Uncini
Publisher : Springer
ISBN 13 : 3319028073
Total Pages : 704 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Fundamentals of Adaptive Signal Processing by : Aurelio Uncini

Download or read book Fundamentals of Adaptive Signal Processing written by Aurelio Uncini and published by Springer. This book was released on 2014-12-30 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an accessible guide to adaptive signal processing methods that equips the reader with advanced theoretical and practical tools for the study and development of circuit structures and provides robust algorithms relevant to a wide variety of application scenarios. Examples include multimodal and multimedia communications, the biological and biomedical fields, economic models, environmental sciences, acoustics, telecommunications, remote sensing, monitoring and in general, the modeling and prediction of complex physical phenomena. The reader will learn not only how to design and implement the algorithms but also how to evaluate their performance for specific applications utilizing the tools provided. While using a simple mathematical language, the employed approach is very rigorous. The text will be of value both for research purposes and for courses of study.

Signal Processing of Random Physiological Signals

Author : Charles Stephen Lessard
Publisher : Morgan & Claypool Publishers
ISBN 13 : 159829038X
Total Pages : 232 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Signal Processing of Random Physiological Signals by : Charles Stephen Lessard

Download or read book Signal Processing of Random Physiological Signals written by Charles Stephen Lessard and published by Morgan & Claypool Publishers. This book was released on 2006 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundations of BioSignal Processing presents the most widely used techniques in signal and system analysis. Specifically, the book is concerned with methods of characterizing signals and systems. Author Charles Lessard provides students and researchers an understanding of the time and frequency domain processes which may be used to evaluate random physiological signals such as brainwave, sleep, respiratory sounds, heart valve sounds, electromyograms, and electro-oculograms.Another aim of the book is to have the students evaluate actual mammalian data without spending most or all of their time writing software programs. Lessard recommends the DADiSP digital signal processing software, which allows students to view process steps in a real-time window with little training. Extensive programming ability is not necessary if an individual wishes to apply basic signal processing principles. However, individuals should have sufficient working knowledge of mathematics through calculus, some physiology, and be familiar with the elements of circuit theory (both loop and node equations for passive and active circuits).

Robust Signal Processing for Wireless Communications

Author : Frank Dietrich
Publisher : Springer Science & Business Media
ISBN 13 : 3540742492
Total Pages : 280 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Robust Signal Processing for Wireless Communications by : Frank Dietrich

Download or read book Robust Signal Processing for Wireless Communications written by Frank Dietrich and published by Springer Science & Business Media. This book was released on 2007-10-25 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization of adaptive signal processing algorithms for wireless communications is based on a model of the underlying propagation channel. In practice, this model is never known perfectly. For example, its parameters have to be estimated and are only known with significant errors. In this book, a systematic treatment of this practical design problem is provided.

Immersive Audio Signal Processing

Author : Sunil Bharitkar
Publisher : Springer Science & Business Media
ISBN 13 : 0387285032
Total Pages : 215 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Immersive Audio Signal Processing by : Sunil Bharitkar

Download or read book Immersive Audio Signal Processing written by Sunil Bharitkar and published by Springer Science & Business Media. This book was released on 2008-10-04 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This graduate-level text lays out the foundation of DSP for audio and the fundamentals of auditory perception, then goes on to discuss immersive audio rendering and synthesis, the digital equalization of room acoustics, and various DSP implementations. It covers a variety of topics and up-to-date results in immersive audio processing research: immersive audio synthesis and rendering, multichannel room equalization, audio selective signal cancellation, multirate signal processing for audio applications, surround sound processing, psychoacoustics and its incorporation in audio signal processing algorithms for solving various problems, and DSP implementations of audio processing algorithms on semiconductor devices.