Advanced Digital Signal Processing and Noise Reduction~tqw~ darksiderg

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  Advanced Digital Signal Processing and Noise Reduction~tqw~ darksiderg
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• Added:
  04/09/2008
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  *******************************************************************************<br /> Advanced Digital Signal Processing and Noise Reduction<br /> *******************************************************************************<br /> <br /> -------------------------------------------------------------------------------<br /> General Information<br /> -------------------------------------------------------------------------------<br /> Type.................: Ebook<br /> Part Size............: 9,020,627 bytes<br /> <br /> <br /> <br /> <br /> -------------------------------------------------------------------------------<br /> Post Information<br /> -------------------------------------------------------------------------------<br /> Posted by............: ~tqw~<br /> <br /> -------------------------------------------------------------------------------<br /> Release Notes<br /> -------------------------------------------------------------------------------<br /> Signal processing plays an increasingly central role in the development of <br /> modern telecommunication and information processing systems, with a wide range <br /> of applications in areas such as multimedia technology, audio-visual signal <br /> processing, cellular mobile communication, radar systems and financial data <br /> forecasting. The theory and application of signal processing deals with the <br /> identification, modelling and utilisation of patterns and structures in a signal <br /> process. The observation signals are often distorted, incomplete and noisy and <br /> hence, noise reduction and the removal of channel distortion is an important <br /> part of a signal processing system.<br /> <br /> Advanced Digital Signal Processing and Noise Reduction, Third Edition, provides <br /> a fully updated and structured presentation of the theory and applications of <br /> statistical signal processing and noise reduction methods. Noise is the eternal <br /> bane of communications engineers, who are always striving to find new ways to <br /> improve the signal-to-noise ratio in communications systems and this resource <br /> will help them with this task.<br /> * Features two new chapters on Noise, Distortion and Diversity in Mobile <br /> Environments and Noise Reduction Methods for Speech Enhancement over Noisy <br /> Mobile Devices.<br /> * Topics discussed include: probability theory, Bayesian estimation and <br /> classification, hidden Markov models, adaptive filters, multi-band linear <br /> prediction, spectral estimation, and impulsive and transient noise removal.<br /> * Explores practical solutions to interpolation of missing signals, echo <br /> cancellation, impulsive and transient noise removal, channel equalisation, <br /> HMM-based signal and noise decomposition.<br /> <br /> This is aninvaluable text for senior undergraduates, postgraduates and <br /> researchers in the fields of digital signal processing, telecommunications and <br /> statistical data analysis. It will also appeal to engineers in <br /> telecommunications and audio and signal processing industries.<br /> <br /> Table of Contents<br /> <br /> 1 Introduction 1<br /> 2 Noise and distortion 23<br /> 3 Probability and information models 39<br /> 4 Bayesian inference 93<br /> 5 Hidden Markov models 137<br /> 6 Least square error filters 165<br /> 7 Adaptive filters 187<br /> 8 Linear prediction models 209<br /> 9 Power spectrum and correlation 241<br /> 10 Interpolation 267<br /> 11 Spectral amplitude estimation 297<br /> 12 Impulsive noise 319<br /> 13 Transient noise pulses 337<br /> 14 Echo cancellation 351<br /> 15 Channel equalisation and blind deconvolution 371<br /> 16 Speech enhancement in noise 409<br /> 17 Noise in wireless communications 433<br /> <br /> Product Details<br /> <br /> * ISBN: 047009494X<br /> * ISBN-13: 9780470094945<br /> * Format: Textbook Hardcover, 480pp<br /> * Publisher: Wiley, John &amp; Sons, Incorporated<br /> * Pub. Date: January 2006<br /> * Edition Description: Revised Edition<br /> * Edition Number: 3<br /> <br /> -------------------------------------------------------------------------------<br /> Install Notes<br /> -------------------------------------------------------------------------------<br /> Adobe Acrobat Reader
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