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Digital Signal Processing Algorithms

Hari Krishna

Author : Hari Krishna
Publisher : Routledge
Page : 422 pages
File Size : 54,6 Mb
Release : 2017-11-22
Category : Technology & Engineering
ISBN : 9781351454964

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Digital Signal Processing Algorithms by Hari Krishna Pdf

Digital Signal Processing Algorithms describes computational number theory and its applications to deriving fast algorithms for digital signal processing. It demonstrates the importance of computational number theory in the design of digital signal processing algorithms and clearly describes the nature and structure of the algorithms themselves. The book has two primary focuses: first, it establishes the properties of discrete-time sequence indices and their corresponding fast algorithms; and second, it investigates the properties of the discrete-time sequences and the corresponding fast algorithms for processing these sequences. Digital Signal Processing Algorithms examines three of the most common computational tasks that occur in digital signal processing; namely, cyclic convolution, acyclic convolution, and discrete Fourier transformation. The application of number theory to deriving fast and efficient algorithms for these three and related computationally intensive tasks is clearly discussed and illustrated with examples. Its comprehensive coverage of digital signal processing, computer arithmetic, and coding theory makes Digital Signal Processing Algorithms an excellent reference for practicing engineers. The authors' intent to demystify the abstract nature of number theory and the related algebra is evident throughout the text, providing clear and precise coverage of the quickly evolving field of digital signal processing.

Adaptive Signal Processing Algorithms

Victor Solo,Xuan Kong

Author : Victor Solo,Xuan Kong
Publisher : Unknown
Page : 416 pages
File Size : 48,7 Mb
Release : 1995
Category : Technology & Engineering
ISBN : STANFORD:36105003427882

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Adaptive Signal Processing Algorithms by Victor Solo,Xuan Kong Pdf

Although there has been considerable research activity in the theoretical study of ASP (and Adaptive Control) algorithms in recent years, most of the available literature has touched only briefly on performance analysis. This volume fills that gap by exploring the analysis of behavior (i.e., stability and performance) of Adaptive Signal Processing (ASP) algorithms -- discussing general methods of algorithm construction and general methods of algorithm analysis. Part I introduces ASP through its applications, shows how to construct ASP algorithms, and gives a detailed global stability and performance analysis in both deterministic and stochastic settings. Part II explores deterministic stability analysis by means of averaging methods, which are necessary to handle more complicated algorithms. Part III treats stochastic stability and performance by averaging methods. For practitioners and researchers in signal processing, communication and control.

Algorithms for Statistical Signal Processing

John G. Proakis

Author : John G. Proakis
Publisher : Unknown
Page : 584 pages
File Size : 44,7 Mb
Release : 2002
Category : Computers
ISBN : UOM:39015053184167

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Algorithms for Statistical Signal Processing by John G. Proakis Pdf

Keeping pace with the expanding, ever more complex applications of DSP, this authoritative presentation of computational algorithms for statistical signal processing focuses on "advanced topics" ignored by other books on the subject. Algorithms for Convolution and DFT. Linear Prediction and Optimum Linear Filters. Least-Squares Methods for System Modeling and Filter Design. Adaptive Filters. Recursive Least-Squares Algorithms for Array Signal Processing. QRD-Based Fast Adaptive Filter Algorithms. Power Spectrum Estimation. Signal Analysis with Higher-Order Spectra. For Electrical Engineers, Computer Engineers, Computer Scientists, and Applied Mathematicians.

Fast Algorithms for Signal Processing

Richard E. Blahut

Author : Richard E. Blahut
Publisher : Cambridge University Press
Page : 469 pages
File Size : 42,9 Mb
Release : 2010-06-24
Category : Technology & Engineering
ISBN : 9781139487955

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Fast Algorithms for Signal Processing by Richard E. Blahut Pdf

Efficient signal processing algorithms are important for embedded and power-limited applications since, by reducing the number of computations, power consumption can be reduced significantly. Similarly, efficient algorithms are also critical to very large scale applications such as video processing and four-dimensional medical imaging. This self-contained guide, the only one of its kind, enables engineers to find the optimum fast algorithm for a specific application. It presents a broad range of computationally-efficient algorithms, describes their structure and implementation, and compares their relative strengths for given problems. All the necessary background mathematics is included and theorems are rigorously proved, so all the information needed to learn and apply the techniques is provided in one convenient guide. With this practical reference, researchers and practitioners in electrical engineering, applied mathematics, and computer science can reduce power dissipation for low-end applications of signal processing, and extend the reach of high-end applications.

Foundations of Digital Signal Processing

Patrick Gaydecki

Author : Patrick Gaydecki
Publisher : IET
Page : 485 pages
File Size : 41,8 Mb
Release : 2004
Category : Technology & Engineering
ISBN : 9780852964316

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Foundations of Digital Signal Processing by Patrick Gaydecki Pdf

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.

Statistical Signal Processing

Louis L. Scharf,Cédric Demeure

Author : Louis L. Scharf,Cédric Demeure
Publisher : Prentice Hall
Page : 552 pages
File Size : 49,9 Mb
Release : 1991
Category : Technology & Engineering
ISBN : UOM:39015048228186

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Statistical Signal Processing by Louis L. Scharf,Cédric Demeure Pdf

This book embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements. This book presents the fundamental ideas in statistical signal processing along four distinct lines: mathematical and statistical preliminaries; decision theory; estimation theory; and time series analysis.

C++ Algorithms for Digital Signal Processing

Paul Embree,Damon Danieli

Author : Paul Embree,Damon Danieli
Publisher : Pearson Education
Page : 697 pages
File Size : 50,6 Mb
Release : 1998-11-13
Category : Computers
ISBN : 9780132442053

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C++ Algorithms for Digital Signal Processing by Paul Embree,Damon Danieli Pdf

Bring the power and flexibility of C++ to all your DSP applications The multimedia revolution has created hundreds of new uses for Digital Signal Processing, but most software guides have continued to focus on outdated languages such as FORTRAN and Pascal for managing new applications. Now C++ Algorithms for Digital Signal Processing applies object-oriented techniques to this growing field with software you can implement on your desktop PC. C++ Algorithms for Digital Signal Processing's programming methods can be used for applications as diverse as: Digital audio and video Speech and image processing Digital communications Radar, sonar, and ultrasound signal processing Complete coverage is provided, including: Overviews of DSP and C++ Hands-on study with dozens of exercises Extensive library of customizable source code Import and Export of Microsoft WAV and Matlab data files Multimedia professionals, managers, and even advanced hobbyists will appreciate C++ Algorithms for Digital Signal Processing as much as students, engineers, and programmers. It's the ideal bridge between programming and signal processing, and a valuable reference for experts in either field. Source code for all of the DSP programs and DSP data associated with the examples discussed in this book and Appendix B and the file README.TXT which provide more information about how to compile and run the programs can be downloaded from www.informit.com/title/9780131791442

Transforms and Fast Algorithms for Signal Analysis and Representations

Guoan Bi,Yonghong Zeng

Author : Guoan Bi,Yonghong Zeng
Publisher : Springer Science & Business Media
Page : 422 pages
File Size : 54,8 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9780817682200

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Transforms and Fast Algorithms for Signal Analysis and Representations by Guoan Bi,Yonghong Zeng Pdf

This book is a comprehensive presentation of recent results and developments on several widely used transforms and their fast algorithms. In many cases, new options are provided for improved or new fast algorithms, some of which are not well known in the digital signal processing community. The book is suitable as a textbook for senior undergraduate and graduate courses in digital signal processing. It may also serve as an excellent self-study reference for electrical engineers and applied mathematicians whose work is related to the fields of electronics, signal processing, image and speech processing, or digital design and communication.

Signal Processing for 5G

Fa-Long Luo,Charlie Jianzhong Zhang

Author : Fa-Long Luo,Charlie Jianzhong Zhang
Publisher : John Wiley & Sons
Page : 611 pages
File Size : 48,5 Mb
Release : 2016-10-17
Category : Technology & Engineering
ISBN : 9781119116462

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Signal Processing for 5G by Fa-Long Luo,Charlie Jianzhong Zhang Pdf

A comprehensive and invaluable guide to 5G technology, implementation and practice in one single volume. For all things 5G, this book is a must-read. Signal processing techniques have played the most important role in wireless communications since the second generation of cellular systems. It is anticipated that new techniques employed in 5G wireless networks will not only improve peak service rates significantly, but also enhance capacity, coverage, reliability , low-latency, efficiency, flexibility, compatibility and convergence to meet the increasing demands imposed by applications such as big data, cloud service, machine-to-machine (M2M) and mission-critical communications. This book is a comprehensive and detailed guide to all signal processing techniques employed in 5G wireless networks. Uniquely organized into four categories, New Modulation and Coding, New Spatial Processing, New Spectrum Opportunities and New System-level Enabling Technologies, it covers everything from network architecture, physical-layer (down-link and up-link), protocols and air interface, to cell acquisition, scheduling and rate adaption, access procedures and relaying to spectrum allocations. All technology aspects and major roadmaps of global 5G standard development and deployments are included in the book. Key Features: Offers step-by-step guidance on bringing 5G technology into practice, by applying algorithms and design methodology to real-time circuit implementation, taking into account rapidly growing applications that have multi-standards and multi-systems. Addresses spatial signal processing for 5G, in particular massive multiple-input multiple-output (massive-MIMO), FD-MIMO and 3D-MIMO along with orbital angular momentum multiplexing, 3D beamforming and diversity. Provides detailed algorithms and implementations, and compares all multicarrier modulation and multiple access schemes that offer superior data transmission performance including FBMC, GFDM, F-OFDM, UFMC, SEFDM, FTN, MUSA, SCMA and NOMA. Demonstrates the translation of signal processing theories into practical solutions for new spectrum opportunities in terms of millimeter wave, full-duplex transmission and license assisted access. Presents well-designed implementation examples, from individual function block to system level for effective and accurate learning. Covers signal processing aspects of emerging system and network architectures, including ultra-dense networks (UDN), software-defined networks (SDN), device-to-device (D2D) communications and cloud radio access network (C-RAN).

Digital Signal Processing Algorithms

Hari Krishna

Author : Hari Krishna
Publisher : Routledge
Page : 664 pages
File Size : 48,6 Mb
Release : 2017-11-22
Category : Technology & Engineering
ISBN : 9781351454971

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Digital Signal Processing Algorithms by Hari Krishna Pdf

Digital Signal Processing Algorithms describes computational number theory and its applications to deriving fast algorithms for digital signal processing. It demonstrates the importance of computational number theory in the design of digital signal processing algorithms and clearly describes the nature and structure of the algorithms themselves. The book has two primary focuses: first, it establishes the properties of discrete-time sequence indices and their corresponding fast algorithms; and second, it investigates the properties of the discrete-time sequences and the corresponding fast algorithms for processing these sequences. Digital Signal Processing Algorithms examines three of the most common computational tasks that occur in digital signal processing; namely, cyclic convolution, acyclic convolution, and discrete Fourier transformation. The application of number theory to deriving fast and efficient algorithms for these three and related computationally intensive tasks is clearly discussed and illustrated with examples. Its comprehensive coverage of digital signal processing, computer arithmetic, and coding theory makes Digital Signal Processing Algorithms an excellent reference for practicing engineers. The authors' intent to demystify the abstract nature of number theory and the related algebra is evident throughout the text, providing clear and precise coverage of the quickly evolving field of digital signal processing.

Digital Signal Processing, 4e

Proakis

Author : Proakis
Publisher : Pearson Education India
Page : 1157 pages
File Size : 49,7 Mb
Release : 2024-06-27
Category : Electronic
ISBN : 9789332526532

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Digital Signal Processing, 4e by Proakis Pdf

This fourth edition covers the fundamentals of discrete-time signals, systems, and modern digital signal processing. Appropriate for students of electrical engineering, computer engineering, and computer science, the book is suitable for undergraduate and graduate courses and provides balanced coverage of both theory and practical applications.

Digital Signal Processing Algorithms

Hari Krishna

Author : Hari Krishna
Publisher : CRC Press
Page : 676 pages
File Size : 42,9 Mb
Release : 1998-03-25
Category : Technology & Engineering
ISBN : 0849371783

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Digital Signal Processing Algorithms by Hari Krishna Pdf

Digital Signal Processing Algorithms describes computational number theory and its applications to deriving fast algorithms for digital signal processing. It demonstrates the importance of computational number theory in the design of digital signal processing algorithms and clearly describes the nature and structure of the algorithms themselves. The book has two primary focuses: first, it establishes the properties of discrete-time sequence indices and their corresponding fast algorithms; and second, it investigates the properties of the discrete-time sequences and the corresponding fast algorithms for processing these sequences. Digital Signal Processing Algorithms examines three of the most common computational tasks that occur in digital signal processing; namely, cyclic convolution, acyclic convolution, and discrete Fourier transformation. The application of number theory to deriving fast and efficient algorithms for these three and related computationally intensive tasks is clearly discussed and illustrated with examples. Its comprehensive coverage of digital signal processing, computer arithmetic, and coding theory makes Digital Signal Processing Algorithms an excellent reference for practicing engineers. The authors' intent to demystify the abstract nature of number theory and the related algebra is evident throughout the text, providing clear and precise coverage of the quickly evolving field of digital signal processing.

Signal Processing Algorithms for Communication and Radar Systems

Kung Yao

Author : Kung Yao
Publisher : Cambridge University Press
Page : 345 pages
File Size : 42,5 Mb
Release : 2019-05-02
Category : Computers
ISBN : 9781108423908

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Signal Processing Algorithms for Communication and Radar Systems by Kung Yao Pdf

An authoritative text covering the key topics, concepts and analytical tools needed to understand modern communication and radar systems. With numerous examples, exercises and computational results, it is an invaluable resource for graduate students in electrical and computer engineering, and practitioners in communications and radar engineering.

Machine Learning for Signal Processing

Max A. Little

Author : Max A. Little
Publisher : Oxford University Press, USA
Page : 378 pages
File Size : 40,5 Mb
Release : 2019
Category : Computers
ISBN : 9780198714934

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Machine Learning for Signal Processing by Max A. Little Pdf

Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Builds up concepts gradually so that the ideas and algorithms can be implemented in practical software applications.