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Advanced Digital Signal Processing and Noise Reduction

Author : Saeed V. Vaseghi

Publisher : John Wiley & Sons

Page : 544 pages

File Size : 43,49 MB

Release : 2008-12-23

Category : Science

ISBN : 0470740167

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Book Description

Digital signal processing plays a central role in the development of modern communication and information processing systems. The theory and application of signal processing is concerned with the identification, modelling and utilisation of patterns and structures in a signal process. The observation signals are often distorted, incomplete and noisy and therefore noise reduction, the removal of channel distortion, and replacement of lost samples are important parts of a signal processing system. The fourth edition of Advanced Digital Signal Processing and Noise Reduction updates and extends the chapters in the previous edition and includes two new chapters on MIMO systems, Correlation and Eigen analysis and independent component analysis. The wide range of topics covered in this book include Wiener filters, echo cancellation, channel equalisation, spectral estimation, detection and removal of impulsive and transient noise, interpolation of missing data segments, speech enhancement and noise/interference in mobile communication environments. This book provides a coherent and structured presentation of the theory and applications of statistical signal processing and noise reduction methods. Two new chapters on MIMO systems, correlation and Eigen analysis and independent component analysis Comprehensive coverage of advanced digital signal processing and noise reduction methods for communication and information processing systems Examples and applications in signal and information extraction from noisy data Comprehensive but accessible coverage of signal processing theory including probability models, Bayesian inference, hidden Markov models, adaptive filters and Linear prediction models Advanced Digital Signal Processing and Noise Reduction is an invaluable text for postgraduates, senior undergraduates and researchers in the fields of digital signal processing, telecommunications and statistical data analysis. It will also be of interest to professional engineers in telecommunications and audio and signal processing industries and network planners and implementers in mobile and wireless communication communities.



Signal Analysis and Prediction

Author : Ales Prochazka

Publisher : Springer Science & Business Media

Page : 520 pages

File Size : 30,85 MB

Release : 2013-11-11

Category : Technology & Engineering

ISBN : 1461217687

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Book Description

Methods of signal analysis represent a broad research topic with applications in many disciplines, including engineering, technology, biomedicine, seismography, eco nometrics, and many others based upon the processing of observed variables. Even though these applications are widely different, the mathematical background be hind them is similar and includes the use of the discrete Fourier transform and z-transform for signal analysis, and both linear and non-linear methods for signal identification, modelling, prediction, segmentation, and classification. These meth ods are in many cases closely related to optimization problems, statistical methods, and artificial neural networks. This book incorporates a collection of research papers based upon selected contri butions presented at the First European Conference on Signal Analysis and Predic tion (ECSAP-97) in Prague, Czech Republic, held June 24-27, 1997 at the Strahov Monastery. Even though the Conference was intended as a European Conference, at first initiated by the European Association for Signal Processing (EURASIP), it was very gratifying that it also drew significant support from other important scientific societies, including the lEE, Signal Processing Society of IEEE, and the Acoustical Society of America. The organizing committee was pleased that the re sponse from the academic community to participate at this Conference was very large; 128 summaries written by 242 authors from 36 countries were received. In addition, the Conference qualified under the Continuing Professional Development Scheme to provide PD units for participants and contributors.



Time-Frequency Signal Analysis with Applications

Author : Ljubisa Stankovic

Publisher : Artech House

Page : 673 pages

File Size : 18,2 MB

Release : 2014-05-10

Category : Technology & Engineering

ISBN : 1608076520

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Book Description

"The culmination of more than twenty years of research, this authoritative resource provides you with a practical understanding of time-frequency signal analysis. The book offers in-depth coverage of critical concepts and principles, along with discussions on key applications in a wide range of signal processing areas, from communications and optics... to radar and biomedicine. Supported with over 140 illustrations and more than 1,700 equations, this detailed reference explores the topics you need to understand for your work in the field, such as Fourier analysis, linear time frequency representations, quadratic time-frequency distributions, higher order time-frequency representations, and analysis of non-stationary noisy signals. This unique book also serves as an excellent text for courses in this area, featuring numerous examples and problems at the end of each chapter. "



Multimedia Signal Processing

Author : Saeed V. Vaseghi

Publisher : John Wiley & Sons

Page : 680 pages

File Size : 45,18 MB

Release : 2007-10-22

Category : Science

ISBN : 9780470066492

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Book Description

Multimedia Signal Processing is a comprehensive and accessible text to the theory and applications of digital signal processing (DSP). The applications of DSP are pervasive and include multimedia systems, cellular communication, adaptive network management, radar, pattern recognition, medical signal processing, financial data forecasting, artificial intelligence, decision making, control systems and search engines. This book is organised in to three major parts making it a coherent and structured presentation of the theory and applications of digital signal processing. A range of important topics are covered in basic signal processing, model-based statistical signal processing and their applications. Part 1: Basic Digital Signal Processing gives an introduction to the topic, discussing sampling and quantization, Fourier analysis and synthesis, Z-transform, and digital filters. Part 2: Model-based Signal Processing covers probability and information models, Bayesian inference, Wiener filter, adaptive filters, linear prediction hidden Markov models and independent component analysis. Part 3: Applications of Signal Processing in Speech, Music and Telecommunications explains the topics of speech and music processing, echo cancellation, deconvolution and channel equalization, and mobile communication signal processing. Covers music signal processing, explains the anatomy and psychoacoustics of hearing and the design of MP3 music coder Examines speech processing technology including speech models, speech coding for mobile phones and speech recognition Covers single-input and multiple-inputs denoising methods, bandwidth extension and the recovery of lost speech packets in applications such as voice over IP (VoIP) Illustrated throughout, including numerous solved problems, Matlab experiments and demonstrations Companion website features Matlab and C++ programs with electronic copies of all figures. This book is ideal for researchers, postgraduates and senior undergraduates in the fields of digital signal processing, telecommunications and statistical data analysis. It will also be a valuable text to professional engineers in telecommunications and audio and signal processing industries.



Signal Communication

Author : United States. War Department

Publisher :

Page : 498 pages

File Size : 40,26 MB

Release : 1942

Category : Communications, Military

ISBN :

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The Signal Engineer

Author :

Publisher :

Page : 558 pages

File Size : 47,52 MB

Release : 1925

Category : Railroads

ISBN :

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Innovative Technologies and Signal Processing in Perinatal Medicine

Author : Danilo Pani

Publisher : Springer Nature

Page : 246 pages

File Size : 25,76 MB

Release : 2023-09-19

Category : Technology & Engineering

ISBN : 3031326253

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Book Description

This book focuses on current and innovative technologies in perinatal medicine, specifically the period from the third trimester of pregnancy up to one month after birth. It follows the Second International Summer School on Technologies and Signal Processing in Perinatal Medicine (TSPPM 2021) and includes a number of the master lectures presented at the school. The book aims to provide an overview of current data processing and machine learning approaches, with clear indications and exhaustive presentations on research trends in the field, written by top scientists and researchers. It also presents the underlying clinical aspects and ethico-legal issues associated with the adoption of these technologies, particularly artificial intelligence tools. Innovative Technologies and Signal Processing in Perinatal Medicine: Volume 2 provides students, researchers, and practitioners with the knowledge necessary to carry out basic and applied research on the development of perinatal medicine medical devices with a particular emphasis on software design and development.





From Signal to Action

Author : Taesoo Bae

Publisher : 펜립

Page : 374 pages

File Size : 25,3 MB

Release : 2023-04-17

Category : Psychology

ISBN : 8967843887

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Book Description

Initially, this book was intended to give advice to my children about their works or everyday lives. There might be many problems and questions unanswered for a considerable time until they finally find solutions and answers through their own experience. It might be the same with other youngsters who began their works recently. So, I would like to help them find their ways with more ease by showing them where and how people make errors and meet failures. In this book, I introduced some new concepts, such as 'signal process' or 'signal and action pole', which could help us to find diverse causes of errors and failures more effectively. Also, I suggested some remedies that could be employed when we should face such problems in the signal process. Though many of them are based on my limited experience and observations, they might be able to enlighten young people's agony or burden to a certain degree. Reading this book, I hope, young people could better understand the workings of the society they live in and find out solutions and answers more quickly. Additionally, I hope young people could develop their own tools or frameworks to deal with various kinds of questions and problems in the signal process with more confidence.