Digital Signal Processing Basics

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Think DSP

Author : Allen B. Downey
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 149193851X
Total Pages : 172 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Think DSP by : Allen B. Downey

Download or read book Think DSP written by Allen B. Downey and published by "O'Reilly Media, Inc.". This book was released on 2016-07-12 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone, you’ll be able to decompose a sound into its harmonics, modify the harmonics, and generate new sounds. Author Allen Downey explains techniques such as spectral decomposition, filtering, convolution, and the Fast Fourier Transform. This book also provides exercises and code examples to help you understand the material. You’ll explore: Periodic signals and their spectrums Harmonic structure of simple waveforms Chirps and other sounds whose spectrum changes over time Noise signals and natural sources of noise The autocorrelation function for estimating pitch The discrete cosine transform (DCT) for compression The Fast Fourier Transform for spectral analysis Relating operations in time to filters in the frequency domain Linear time-invariant (LTI) system theory Amplitude modulation (AM) used in radio Other books in this series include Think Stats and Think Bayes, also by Allen Downey.

Digital Signal Processing

Author : Li Tan
Publisher : Academic Press
ISBN 13 : 0124159826
Total Pages : 893 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Digital Signal Processing by : Li Tan

Download or read book Digital Signal Processing written by Li Tan and published by Academic Press. This book was released on 2013-01-21 with total page 893 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Signal Processing, Second Edition enables electrical engineers and technicians in the fields of biomedical, computer, and electronics engineering to master the essential fundamentals of DSP principles and practice. Many instructive worked examples are used to illustrate the material, and the use of mathematics is minimized for easier grasp of concepts. As such, this title is also useful to undergraduates in electrical engineering, and as a reference for science students and practicing engineers. The book goes beyond DSP theory, to show implementation of algorithms in hardware and software. Additional topics covered include adaptive filtering with noise reduction and echo cancellations, speech compression, signal sampling, digital filter realizations, filter design, multimedia applications, over-sampling, etc. More advanced topics are also covered, such as adaptive filters, speech compression such as PCM, u-law, ADPCM, and multi-rate DSP and over-sampling ADC. New to this edition: MATLAB projects dealing with practical applications added throughout the book New chapter (chapter 13) covering sub-band coding and wavelet transforms, methods that have become popular in the DSP field New applications included in many chapters, including applications of DFT to seismic signals, electrocardiography data, and vibration signals All real-time C programs revised for the TMS320C6713 DSK Covers DSP principles with emphasis on communications and control applications Chapter objectives, worked examples, and end-of-chapter exercises aid the reader in grasping key concepts and solving related problems Website with MATLAB programs for simulation and C programs for real-time DSP

Digital Signal Processing 101

Author : Michael Parker
Publisher : Newnes
ISBN 13 : 1856179222
Total Pages : 286 pages
Book Rating : 4.8/5 (561 download)

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Book Synopsis Digital Signal Processing 101 by : Michael Parker

Download or read book Digital Signal Processing 101 written by Michael Parker and published by Newnes. This book was released on 2010-05-26 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 and a minimum of 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 is intended for those who have absolutely no previous experience with DSP, but are comfortable with high-school-level math skills. It is also for those who work in or provide components for industries that are made possible by DSP. Sample industries include wireless mobile phone and infrastructure equipment, broadcast and cable video, DSL modems, satellite communications, medical imaging, audio, radar, sonar, surveillance, and electrical motor control. Dismayed when presented with a mass of equations as an explanation of DSP? This is the book for you! Clear examples and a non-mathematical approach gets you up to speed with DSP Includes an overview of the DSP functions and implementation used in typical DSP-intensive applications, including error correction, CDMA mobile communication, and radar systems

The Essential Guide to Digital Signal Processing

Author : Richard G. Lyons
Publisher : Pearson Education
ISBN 13 : 0133804429
Total Pages : 206 pages
Book Rating : 4.1/5 (338 download)

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Book Synopsis The Essential Guide to Digital Signal Processing by : Richard G. Lyons

Download or read book The Essential Guide to Digital Signal Processing written by Richard G. Lyons and published by Pearson Education. This book was released on 2014 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using everyday examples and simple diagrams, two leading DSP consultants and instructors completely demystify signal processing with this text. Students will discover what digital signals are, how they're generated, and how they're changing life. Students will learn all they need to know about digital signal collection, filtering, analysis, and more, and how DSP works in today's most exciting devices and applications.

Digital Signal Processing Using Arm Cortex-M Based Microcontrollers

Author : Cem Ünsalan
Publisher : Arm Education Media
ISBN 13 : 9781911531166
Total Pages : 354 pages
Book Rating : 4.5/5 (311 download)

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Book Synopsis Digital Signal Processing Using Arm Cortex-M Based Microcontrollers by : Cem Ünsalan

Download or read book Digital Signal Processing Using Arm Cortex-M Based Microcontrollers written by Cem Ünsalan and published by Arm Education Media. This book was released on 2018-12-12 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces readers to digital signal processing fundamentals using Arm Cortex-M based microcontrollers as demonstrator platforms. It covers foundational concepts, principles and techniques such as signals and systems, sampling, reconstruction and anti-aliasing, FIR and IIR filter design, transforms, and adaptive signal processing.

Understanding Digital Signal Processing

Author : Richard G. Lyons
Publisher : Pearson Education
ISBN 13 : 0137028520
Total Pages : 1227 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis Understanding Digital Signal Processing by : Richard G. Lyons

Download or read book Understanding Digital Signal Processing written by Richard G. Lyons and published by Pearson Education. This book was released on 2010-11-01 with total page 1227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amazon.com’s Top-Selling DSP Book for Seven Straight Years—Now Fully Updated! Understanding Digital Signal Processing, Third Edition, is quite simply the best resource for engineers and other technical professionals who want to master and apply today’s latest DSP techniques. Richard G. Lyons has updated and expanded his best-selling second edition to reflect the newest technologies, building on the exceptionally readable coverage that made it the favorite of DSP professionals worldwide. He has also added hands-on problems to every chapter, giving students even more of the practical experience they need to succeed. Comprehensive in scope and clear in approach, this book achieves the perfect balance between theory and practice, keeps math at a tolerable level, and makes DSP exceptionally accessible to beginners without ever oversimplifying it. Readers can thoroughly grasp the basics and quickly move on to more sophisticated techniques. This edition adds extensive new coverage of FIR and IIR filter analysis techniques, digital differentiators, integrators, and matched filters. Lyons has significantly updated and expanded his discussions of multirate processing techniques, which are crucial to modern wireless and satellite communications. He also presents nearly twice as many DSP Tricks as in the second edition—including techniques even seasoned DSP professionals may have overlooked. Coverage includes New homework problems that deepen your understanding and help you apply what you’ve learned Practical, day-to-day DSP implementations and problem-solving throughout Useful new guidance on generalized digital networks, including discrete differentiators, integrators, and matched filters Clear descriptions of statistical measures of signals, variance reduction by averaging, and real-world signal-to-noise ratio (SNR) computation A significantly expanded chapter on sample rate conversion (multirate systems) and associated filtering techniques New guidance on implementing fast convolution, IIR filter scaling, and more Enhanced coverage of analyzing digital filter behavior and performance for diverse communications and biomedical applications Discrete sequences/systems, periodic sampling, DFT, FFT, finite/infinite impulse response filters, quadrature (I/Q) processing, discrete Hilbert transforms, binary number formats, and much more

Analog and Digital Signal Analysis

Author : Frédéric Cohen Tenoudji
Publisher : Springer
ISBN 13 : 3319423827
Total Pages : 618 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Analog and Digital Signal Analysis by : Frédéric Cohen Tenoudji

Download or read book Analog and Digital Signal Analysis written by Frédéric Cohen Tenoudji and published by Springer. This book was released on 2016-08-26 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive, graduate-level treatment of analog and digital signal analysis suitable for course use and self-guided learning. This expert text guides the reader from the basics of signal theory through a range of application tools for use in acoustic analysis, geophysics, and data compression. Each concept is introduced and explained step by step, and the necessary mathematical formulae are integrated in an accessible and intuitive way. The first part of the book explores how analog systems and signals form the basics of signal analysis. This section covers Fourier series and integral transforms of analog signals, Laplace and Hilbert transforms, the main analog filter classes, and signal modulations. Part II covers digital signals, demonstrating their key advantages. It presents z and Fourier transforms, digital filtering, inverse filters, deconvolution, and parametric modeling for deterministic signals. Wavelet decomposition and reconstruction of non-stationary signals are also discussed. The third part of the book is devoted to random signals, including spectral estimation, parametric modeling, and Tikhonov regularization. It covers statistics of one and two random variables and the principles and methods of spectral analysis. Estimation of signal properties is discussed in the context of ergodicity conditions and parameter estimations, including the use of Wiener and Kalman filters. Two appendices cover the basics of integration in the complex plane and linear algebra. A third appendix presents a basic Matlab toolkit for computer signal analysis. This expert text provides both a solid theoretical understanding and tools for real-world applications.

Justin Pearson

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (225 download)

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Book Synopsis Justin Pearson by :

Download or read book Justin Pearson written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Real-Time Digital Signal Processing

Author : Sen M. Kuo
Publisher : John Wiley & Sons
ISBN 13 : 047003551X
Total Pages : 666 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Real-Time Digital Signal Processing by : Sen M. Kuo

Download or read book Real-Time Digital Signal Processing written by Sen M. Kuo and published by John Wiley & Sons. This book was released on 2006-05-01 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-time Digital Signal Processing: Implementations and Applications has been completely updated and revised for the 2nd edition and remains the only book on DSP to provide an overview of DSP theory and programming with hands-on experiments using MATLAB, C and the newest fixed-point processors from Texas Instruments (TI).

Digital Signal Processing: A Practical Guide for Engineers and Scientists

Author : Steven Smith
Publisher : Elsevier
ISBN 13 : 0080477321
Total Pages : 666 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Digital Signal Processing: A Practical Guide for Engineers and Scientists by : Steven Smith

Download or read book Digital Signal Processing: A Practical Guide for Engineers and Scientists written by Steven Smith and published by Elsevier. This book was released on 2013-10-22 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: In addition to its thorough coverage of DSP design and programming techniques, Smith also covers the operation and usage of DSP chips. He uses Analog Devices' popular DSP chip family as design examples. Covers all major DSP topics Full of insider information and shortcuts Basic techniques and algorithms explained without complex numbers

Introduction to Digital Signal Processing

Author : Robert Meddins
Publisher : Newnes
ISBN 13 : 0080535003
Total Pages : 175 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Introduction to Digital Signal Processing by : Robert Meddins

Download or read book Introduction to Digital Signal Processing written by Robert Meddins and published by Newnes. This book was released on 2000-09-05 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Digital Signal Processing covers the basic theory and practice of digital signal processing (DSP) at an introductory level. As with all volumes in the Essential Electronics Series, this book retains the unique formula of minimal mathematics and straightforward explanations. The author has included examples throughout of the standard software design package, MATLAB and screen dumps are used widely throughout to illustrate the text. Ideal for students on degree and diploma level courses in electric and electronic engineering, 'Introduction to Digital Signal Processing' contains numerous worked examples throughout as well as further problems with solutions to enable students to work both independently and in conjunction with their course. Assumes only minimum knowledge of mathematics and electronics Concise and written in a straightforward and accessible style Packed with worked examples, exercises and self-assesment questions

Digital Audio Signal Processing

Author : Udo Zölzer
Publisher : John Wiley & Sons
ISBN 13 : 1119832691
Total Pages : 420 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Digital Audio Signal Processing by : Udo Zölzer

Download or read book Digital Audio Signal Processing written by Udo Zölzer and published by John Wiley & Sons. This book was released on 2022-02-24 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Digital Signal Processing for Measurement Systems

Author : Gabriele D'Antona
Publisher : Springer Science & Business Media
ISBN 13 : 0387286667
Total Pages : 276 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Digital Signal Processing for Measurement Systems by : Gabriele D'Antona

Download or read book Digital Signal Processing for Measurement Systems written by Gabriele D'Antona and published by Springer Science & Business Media. This book was released on 2006-10-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This excellent Senior undergraduate/graduate textbook offers an unprecedented measurement of science perspective on DSP theory and applications, a wealth of definitions and real-life examples making it invaluable for students, while practical.

Digital Signal Processing and Spectral Analysis for Scientists

Author : Silvia Maria Alessio
Publisher : Springer
ISBN 13 : 3319254685
Total Pages : 909 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Digital Signal Processing and Spectral Analysis for Scientists by : Silvia Maria Alessio

Download or read book Digital Signal Processing and Spectral Analysis for Scientists written by Silvia Maria Alessio and published by Springer. This book was released on 2015-12-09 with total page 909 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the basics of processing and spectral analysis of monovariate discrete-time signals. The approach is practical, the aim being to acquaint the reader with the indications for and drawbacks of the various methods and to highlight possible misuses. The book is rich in original ideas, visualized in new and illuminating ways, and is structured so that parts can be skipped without loss of continuity. Many examples are included, based on synthetic data and real measurements from the fields of physics, biology, medicine, macroeconomics etc., and a complete set of MATLAB exercises requiring no previous experience of programming is provided. Prior advanced mathematical skills are not needed in order to understand the contents: a good command of basic mathematical analysis is sufficient. Where more advanced mathematical tools are necessary, they are included in an Appendix and presented in an easy-to-follow way. With this book, digital signal processing leaves the domain of engineering to address the needs of scientists and scholars in traditionally less quantitative disciplines, now facing increasing amounts of data.

A Practical Approach to Digital Signal Processing

Author : K. Padmanabhan
Publisher : New Age International
ISBN 13 : 9788122412635
Total Pages : 530 pages
Book Rating : 4.4/5 (126 download)

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Book Synopsis A Practical Approach to Digital Signal Processing by : K. Padmanabhan

Download or read book A Practical Approach to Digital Signal Processing written by K. Padmanabhan and published by New Age International. This book was released on 2006 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book Presents An Exhaustive Exposition Of The Theory And Practice Of Digital Signal Processing. Basic Concepts And Techniques Have Been Explained In Detail And Suitably Illustrated With Practical Examples And Software Programs. Practice Problems And Projects Have Also Been Given Throughout The Book.The Book Begins With An Introduction To Signals And The Relative Merits Of Analog And Digital Methods. Hardware Details Of Present-Day Dsp Integrated Circuits Are Explained Next And Full Tested Circuits Are Provided For Project Work By Students.Fourier Transforms Are Then Explained In Detail. Subsequently, Recursive Filter Design Methods Are Discussed With Typical Examples And Programs.An Exhaustive Account Of Various Filters Is Then Given With Design Techniques. The Discussion Is Illustrated Through Software Programs And Practical Design Examples.The Book Concludes With A Detailed Discussion Of Lattice Type Filters And Their Usage In Speech Processing. With Its Comprehensive Coverage And Practical Approach, This Is An Essential Text For Electrical, Electronics And Communication Engineering Students. Practising Engineers Would Also Find This Book To Be A Valuable Reference Source.

Foundations of Signal Processing

Author : Martin Vetterli
Publisher : Cambridge University Press
ISBN 13 : 1139916572
Total Pages : 745 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 745 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.

Digital Signal Processing

Author : Zahir M. Hussain
Publisher : Springer Science & Business Media
ISBN 13 : 364215591X
Total Pages : 361 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Digital Signal Processing by : Zahir M. Hussain

Download or read book Digital Signal Processing written by Zahir M. Hussain and published by Springer Science & Business Media. This book was released on 2011-02-17 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: In three parts, this book contributes to the advancement of engineering education and that serves as a general reference on digital signal processing. Part I presents the basics of analog and digital signals and systems in the time and frequency domain. It covers the core topics: convolution, transforms, filters, and random signal analysis. It also treats important applications including signal detection in noise, radar range estimation for airborne targets, binary communication systems, channel estimation, banking and financial applications, and audio effects production. Part II considers selected signal processing systems and techniques. Core topics covered are the Hilbert transformer, binary signal transmission, phase-locked loops, sigma-delta modulation, noise shaping, quantization, adaptive filters, and non-stationary signal analysis. Part III presents some selected advanced DSP topics.