Discrete Random Signal Processing And Filtering Primer With Matlab

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Discrete Random Signal Processing and Filtering Primer with MATLAB

Alexander D. Poularikas
Discrete Random Signal Processing and Filtering Primer with MATLAB Book PDF

Author : Alexander D. Poularikas
Publisher : CRC Press
Page : 300 pages
File Size : 42,5 Mb
Release : 2018-10-03
Category : Technology & Engineering
ISBN : 9781420089349

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Discrete Random Signal Processing and Filtering Primer with MATLAB by Alexander D. Poularikas Pdf

Engineers in all fields will appreciate a practical guide that combines several new effective MATLAB® problem-solving approaches and the very latest in discrete random signal processing and filtering. Numerous Useful Examples, Problems, and Solutions – An Extensive and Powerful Review Written for practicing engineers seeking to strengthen their practical grasp of random signal processing, Discrete Random Signal Processing and Filtering Primer with MATLAB provides the opportunity to doubly enhance their skills. The author, a leading expert in the field of electrical and computer engineering, offers a solid review of recent developments in discrete signal processing. The book also details the latest progress in the revolutionary MATLAB language. A Practical Self-Tutorial That Transcends Theory The author introduces an incremental discussion of signal processing and filtering, and presents several new methods that can be used for a more dynamic analysis of random digital signals with both linear and non-linear filtering. Ideal as a self-tutorial, this book includes numerous examples and functions, which can be used to select parameters, perform simulations, and analyze results. This concise guide encourages readers to use MATLAB functions – and those new ones introduced as Book MATLAB Functions – to substitute many different combinations of parameters, giving them a firm grasp of how much each parameter affects results. Much more than a simple review of theory, this book emphasizes problem solving and result analysis, enabling readers to take a hands-on approach to advance their own understanding of MATLAB and the way it is used within signal processing and filtering.

Adaptive Filtering Primer with MATLAB

Alexander D. Poularikas,Zayed M. Ramadan
Adaptive Filtering Primer with MATLAB Book PDF

Author : Alexander D. Poularikas,Zayed M. Ramadan
Publisher : CRC Press
Page : 240 pages
File Size : 44,9 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781420006384

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Adaptive Filtering Primer with MATLAB by Alexander D. Poularikas,Zayed M. Ramadan Pdf

Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and students who would like to learn the fundamentals of this field and have a background at the bachelor level. Adaptive Filtering Primer with MATLAB® clearly explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. The authors introduce discrete-time signal processing, random variables and stochastic processes, the Wiener filter, properties of the error surface, the steepest descent method, and the least mean square (LMS) algorithm. They also supply many MATLAB® functions and m-files along with computer experiments to illustrate how to apply the concepts to real-world problems. The book includes problems along with hints, suggestions, and solutions for solving them. An appendix on matrix computations completes the self-contained coverage. With applications across a wide range of areas, including radar, communications, control, medical instrumentation, and seismology, Adaptive Filtering Primer with MATLAB® is an ideal companion for quick reference and a perfect, concise introduction to the field.

Random Signals and Processes Primer with MATLAB

Gordana Jovanovic Dolecek
Random Signals and Processes Primer with MATLAB Book PDF

Author : Gordana Jovanovic Dolecek
Publisher : Springer Science & Business Media
Page : 539 pages
File Size : 41,5 Mb
Release : 2012-08-21
Category : Technology & Engineering
ISBN : 9781461423867

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Random Signals and Processes Primer with MATLAB by Gordana Jovanovic Dolecek Pdf

This book provides anyone needing a primer on random signals and processes with a highly accessible introduction to these topics. It assumes a minimal amount of mathematical background and focuses on concepts, related terms and interesting applications to a variety of fields. All of this is motivated by numerous examples implemented with MATLAB, as well as a variety of exercises at the end of each chapter.

Signals and Systems Primer with MATLAB

Alexander D. Poularikas
Signals and Systems Primer with MATLAB Book PDF

Author : Alexander D. Poularikas
Publisher : CRC Press
Page : 680 pages
File Size : 41,8 Mb
Release : 2018-10-03
Category : Technology & Engineering
ISBN : 9781420006957

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Signals and Systems Primer with MATLAB by Alexander D. Poularikas Pdf

Signals and Systems Primer with MATLAB® equally emphasizes the fundamentals of both analog and digital signals and systems. To ensure insight into the basic concepts and methods, the text presents a variety of examples that illustrate a wide range of applications, from microelectromechanical to worldwide communication systems. It also provides MATLAB functions and procedures for practice and verification of these concepts. Taking a pedagogical approach, the author builds a solid foundation in signal processing as well as analog and digital systems. The book first introduces orthogonal signals, linear and time-invariant continuous-time systems, discrete-type systems, periodic signals represented by Fourier series, Gibbs's phenomenon, and the sampling theorem. After chapters on various transforms, the book discusses analog filter design, both finite and infinite impulse response digital filters, and the fundamentals of random digital signal processing, including the nonparametric spectral estimation. The final chapter presents different types of filtering and their uses for random digital signal processing, specifically, the use of Wiener filtering and least mean squares filtering. Balancing the study of signals with system modeling and interactions, this text will help readers accurately develop mathematical representations of systems.

Radar Signal Analysis and Processing Using MATLAB

Bassem R. Mahafza
Radar Signal Analysis and Processing Using MATLAB Book PDF

Author : Bassem R. Mahafza
Publisher : CRC Press
Page : 500 pages
File Size : 46,9 Mb
Release : 2016-04-19
Category : Mathematics
ISBN : 9781420066449

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Radar Signal Analysis and Processing Using MATLAB by Bassem R. Mahafza Pdf

Offering radar-related software for the analysis and design of radar waveform and signal processing, Radar Signal Analysis and Processing Using MATLAB provides a comprehensive source of theoretical and practical information on radar signals, signal analysis, and radar signal processing with companion MATLAB code. Aft

Discrete Communication Systems

Stevan Berber
Discrete Communication Systems Book PDF

Author : Stevan Berber
Publisher : Oxford University Press
Page : 987 pages
File Size : 49,7 Mb
Release : 2021
Category : Science
ISBN : 9780198860792

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Discrete Communication Systems by Stevan Berber Pdf

The book presents essential theory and practice of the discrete communication systems design, based on the theory of discrete time stochastic processes, and their relation to the existing theory of digital communication systems. Using the notion of stochastic linear time invariant systems, in addition to the orhogonality principles, a general structure of the discrete communication system is constructed in terms of mathematical operators. Based on this structure, the MPSK, MFSK, QAM, OFDM and CDMA systems, using discrete modulation methods, are deduced as special cases. The signals are processed in the time and frequency domain, which requires precise derivatives of their amplitude spectral density functions, correlation functions and related energy and pover spectral densities. The book is self-sufficient, because it uses the unified notation both in the main ten chapters explaining communications systems theory and nine supplementary chapters dealing with the continuous and discrete time signal processing for both the deterministic and stochastic signals. In this context, the indexing of vital signals and finctions makes obvious distinction beteween them. Having in mind the controversial nature of the continuous time white Gaussian noise process, a separate chapter is dedicated to the noise discretisation by introducing notions of noise entropy and trauncated Gaussian density function to avoid limitations in applying the Nyquist criterion. The text of the book is acompained by the solutions of problems for all chapters and a set of deign projects with the defined projects' topics and tasks and offered solutions.--Provided by publisher.

Advanced Signal Processing

Stergios Stergiopoulos
Advanced Signal Processing Book PDF

Author : Stergios Stergiopoulos
Publisher : CRC Press
Page : 839 pages
File Size : 45,6 Mb
Release : 2017-09-29
Category : Technology & Engineering
ISBN : 9781351834933

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Advanced Signal Processing by Stergios Stergiopoulos Pdf

Discover the Applicability, Benefits, and Potential of New Technologies As advances in algorithms and computer technology have bolstered the digital signal processing capabilities of real-time sonar, radar, and non-invasive medical diagnostics systems, cutting-edge military and defense research has established conceptual similarities in these areas. Now civilian enterprises can use government innovations to facilitate optimal functionality of complex real-time systems. Advanced Signal Processing details a cost-efficient generic processing structure that exploits these commonalities to benefit commercial applications. Learn from a Renowned Defense Scientist, Researcher, and Innovator The author preserves the mathematical focus and key information from the first edition that provided invaluable coverage of topics including adaptive systems, advanced beamformers, and volume visualization methods in medicine. Integrating the best features of non-linear and conventional algorithms and explaining their application in PC-based architectures, this text contains new data on: Advances in biometrics, image segmentation, registration, and fusion techniques for 3D/4D ultrasound, CT, and MRI Fully digital 3D/ (4D: 3D+time) ultrasound system technology, computing architecture requirements, and relevant implementation issues State-of-the-art non-invasive medical procedures, non-destructive 3D tomography imaging and biometrics, and monitoring of vital signs Cardiac motion correction in multi-slice X-ray CT imaging Space-time adaptive processing and detection of targets interference-intense backgrounds comprised of clutter and jamming With its detailed explanation of adaptive, synthetic-aperture, and fusion-processing schemes with near-instantaneous convergence in 2-D and 3-D sensors (including planar, circular, cylindrical, and spherical arrays), the quality and illustration of this text’s concepts and techniques will make it a favored reference.

Transforms and Applications Handbook

Alexander D. Poularikas
Transforms and Applications Handbook Book PDF

Author : Alexander D. Poularikas
Publisher : CRC Press
Page : 911 pages
File Size : 49,5 Mb
Release : 2018-09-03
Category : Mathematics
ISBN : 9781420066531

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Transforms and Applications Handbook by Alexander D. Poularikas Pdf

Updating the original, Transforms and Applications Handbook, Third Edition solidifies its place as the complete resource on those mathematical transforms most frequently used by engineers, scientists, and mathematicians. Highlighting the use of transforms and their properties, this latest edition of the bestseller begins with a solid introduction to signals and systems, including properties of the delta function and some classical orthogonal functions. It then goes on to detail different transforms, including lapped, Mellin, wavelet, and Hartley varieties. Written by top experts, each chapter provides numerous examples and applications that clearly demonstrate the unique purpose and properties of each type. The material is presented in a way that makes it easy for readers from different backgrounds to familiarize themselves with the wide range of transform applications. Revisiting transforms previously covered, this book adds information on other important ones, including: Finite Hankel, Legendre, Jacobi, Gengenbauer, Laguerre, and Hermite Fraction Fourier Zak Continuous and discrete Chirp-Fourier Multidimensional discrete unitary Hilbert-Huang Most comparable books cover only a few of the transforms addressed here, making this text by far the most useful for anyone involved in signal processing—including electrical and communication engineers, mathematicians, and any other scientist working in this field.

Intuitive Probability and Random Processes using MATLAB®

Steven Kay
Intuitive Probability and Random Processes using MATLAB Book PDF

Author : Steven Kay
Publisher : Springer Science & Business Media
Page : 838 pages
File Size : 48,8 Mb
Release : 2006-03-20
Category : Technology & Engineering
ISBN : 9780387241586

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Intuitive Probability and Random Processes using MATLAB® by Steven Kay Pdf

Intuitive Probability and Random Processes using MATLAB® is an introduction to probability and random processes that merges theory with practice. Based on the author’s belief that only "hands-on" experience with the material can promote intuitive understanding, the approach is to motivate the need for theory using MATLAB examples, followed by theory and analysis, and finally descriptions of "real-world" examples to acquaint the reader with a wide variety of applications. The latter is intended to answer the usual question "Why do we have to study this?" Other salient features are: *heavy reliance on computer simulation for illustration and student exercises *the incorporation of MATLAB programs and code segments *discussion of discrete random variables followed by continuous random variables to minimize confusion *summary sections at the beginning of each chapter *in-line equation explanations *warnings on common errors and pitfalls *over 750 problems designed to help the reader assimilate and extend the concepts Intuitive Probability and Random Processes using MATLAB® is intended for undergraduate and first-year graduate students in engineering. The practicing engineer as well as others having the appropriate mathematical background will also benefit from this book. About the Author Steven M. Kay is a Professor of Electrical Engineering at the University of Rhode Island and a leading expert in signal processing. He has received the Education Award "for outstanding contributions in education and in writing scholarly books and texts..." from the IEEE Signal Processing society and has been listed as among the 250 most cited researchers in the world in engineering.

Fast Fourier Transform - Algorithms and Applications

K.R. Rao,Do Nyeon Kim,Jae Jeong Hwang
Fast Fourier Transform Algorithms and Applications Book PDF

Author : K.R. Rao,Do Nyeon Kim,Jae Jeong Hwang
Publisher : Springer Science & Business Media
Page : 437 pages
File Size : 52,9 Mb
Release : 2011-02-21
Category : Mathematics
ISBN : 9781402066290

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Fast Fourier Transform - Algorithms and Applications by K.R. Rao,Do Nyeon Kim,Jae Jeong Hwang Pdf

This book presents an introduction to the principles of the fast Fourier transform. This book covers FFTs, frequency domain filtering, and applications to video and audio signal processing. As fields like communications, speech and image processing, and related areas are rapidly developing, the FFT as one of essential parts in digital signal processing has been widely used. Thus there is a pressing need from instructors and students for a book dealing with the latest FFT topics. This book provides thorough and detailed explanation of important or up-to-date FFTs. It also has adopted modern approaches like MATLAB examples and projects for better understanding of diverse FFTs.

Chaotic Signals in Digital Communications

Marcio Eisencraft,Romis Attux,Ricardo Suyama
Chaotic Signals in Digital Communications Book PDF

Author : Marcio Eisencraft,Romis Attux,Ricardo Suyama
Publisher : CRC Press
Page : 504 pages
File Size : 49,7 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781466557239

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Chaotic Signals in Digital Communications by Marcio Eisencraft,Romis Attux,Ricardo Suyama Pdf

Chaotic Signals in Digital Communications combines fundamental background knowledge with state-of-the-art methods for using chaotic signals and systems in digital communications. The book builds a bridge between theoretical works and practical implementation to help researchers attain consistent performance in realistic environments. It shows the possible shortcomings of the chaos-based communication systems proposed in the literature, particularly when they are subjected to non-ideal conditions. It also presents a toolbox of techniques for researchers working to actually implement such systems. A Combination of Tutorials and In-Depth, Cutting-Edge Research Featuring contributions by active leading researchers, the book begins with an introduction to communication theory, dynamical systems, and chaotic communications suitable for those new to the field. This lays a solid foundation for the more applied chapters that follow. A Toolbox of Techniques—Including New Ways to Tackle Channel Imperfections The book covers typical chaos communication methods, namely chaotic masking, chaotic modulation, chaotic shift key, and symbolic message bearing, as well as bidirectional communication and secure communication. It also presents novel methodologies to deal with communication channel imperfections. These tackle band-limited channel chaos communication, radio channels with fading, and the resistance of a special chaotic signal to multipath propagations. In addition, the book addresses topics related to engineering applications, such as optical communications, chaotic matched filters and circuit implementations, and microwave frequency-modulated differential chaos shift keying (FM-DCSK) systems. Insights for Both Theoretical and Experimental Researchers Combining theory and practice, this book offers a unique perspective on chaotic communication in the context of non-ideal conditions. Written for theoretical and experimental researchers, it tackles the practical issues faced in implementing chaos-based signals and systems in digital communications applications.

Random Signals for Engineers Using MATLAB and Mathcad: Text

Richard C. Jaffe
Random Signals for Engineers Using MATLAB and Mathcad Text Book PDF

Author : Richard C. Jaffe
Publisher : Springer Science & Business Media
Page : 396 pages
File Size : 42,6 Mb
Release : 2000-09-08
Category : Computers
ISBN : 0387989560

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Random Signals for Engineers Using MATLAB and Mathcad: Text by Richard C. Jaffe Pdf

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Randomized Signal Processing

Ivars Bil̦inskis,A. K. Mikelson
Randomized Signal Processing Book PDF

Author : Ivars Bil̦inskis,A. K. Mikelson
Publisher : Unknown
Page : 360 pages
File Size : 46,5 Mb
Release : 1992
Category : Mathematics
ISBN : UOM:39015028414103

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Randomized Signal Processing by Ivars Bil̦inskis,A. K. Mikelson Pdf

Providing comprehensive coverage of signal processing randomization techniques, this book reveals how these methods open up new possibilities in the field, and considerably widen the application areas of digital signal processing. Gives new insight into traditional DSP theory.

Random Signals and Process Primer with MATLAB

Gordana Jovanovic Dolecek
Random Signals and Process Primer with MATLAB Book PDF

Author : Gordana Jovanovic Dolecek
Publisher : Springer
Page : 250 pages
File Size : 55,8 Mb
Release : 2012-04-01
Category : Technology & Engineering
ISBN : 1461423767

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Random Signals and Process Primer with MATLAB by Gordana Jovanovic Dolecek Pdf

This book provides anyone needing a primer on random signals and processes with a highly accessible introduction to these topics. It assumes a minimal amount of mathematical background and focuses on concepts, related terms and interesting applications to a variety of fields. All of this is motivated by numerous examples implemented with MATLAB.

Adaptive Filtering

Alexander D. Poularikas
Adaptive Filtering Book PDF

Author : Alexander D. Poularikas
Publisher : CRC Press
Page : 363 pages
File Size : 52,5 Mb
Release : 2017-12-19
Category : Mathematics
ISBN : 9781482253368

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Adaptive Filtering by Alexander D. Poularikas Pdf

Adaptive filters are used in many diverse applications, appearing in everything from military instruments to cellphones and home appliances. Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB® covers the core concepts of this important field, focusing on a vital part of the statistical signal processing area—the least mean square (LMS) adaptive filter. This largely self-contained text: Discusses random variables, stochastic processes, vectors, matrices, determinants, discrete random signals, and probability distributions Explains how to find the eigenvalues and eigenvectors of a matrix and the properties of the error surfaces Explores the Wiener filter and its practical uses, details the steepest descent method, and develops the Newton’s algorithm Addresses the basics of the LMS adaptive filter algorithm, considers LMS adaptive filter variants, and provides numerous examples Delivers a concise introduction to MATLAB®, supplying problems, computer experiments, and more than 110 functions and script files Featuring robust appendices complete with mathematical tables and formulas, Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB® clearly describes the key principles of adaptive filtering and effectively demonstrates how to apply them to solve real-world problems.