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Advanced Digital Signal Processing and Noise Reduction
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Item specifics
- Condition
- Release Year
- 2009
- Book Title
- Advanced Digital Signal Processing and Noise Reduction
- ISBN
- 9780470754061
- Subject Area
- Mathematics, Technology & Engineering, Science
- Publication Name
- Advanced Digital Signal Processing and Noise Reduction
- Publisher
- Wiley & Sons, Incorporated, John
- Item Length
- 9.9 in
- Subject
- Waves & Wave Mechanics, Functional Analysis, Signals & Signal Processing, Electronics / General
- Publication Year
- 2009
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 1.3 in
- Item Weight
- 39.1 Oz
- Item Width
- 6.9 in
- Number of Pages
- 544 Pages
About this product
Product Identifiers
Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0470754060
ISBN-13
9780470754061
eBay Product ID (ePID)
70397392
Product Key Features
Number of Pages
544 Pages
Language
English
Publication Name
Advanced Digital Signal Processing and Noise Reduction
Publication Year
2009
Subject
Waves & Wave Mechanics, Functional Analysis, Signals & Signal Processing, Electronics / General
Type
Textbook
Subject Area
Mathematics, Technology & Engineering, Science
Format
Hardcover
Dimensions
Item Height
1.3 in
Item Weight
39.1 Oz
Item Length
9.9 in
Item Width
6.9 in
Additional Product Features
Edition Number
4
Intended Audience
Scholarly & Professional
LCCN
2008-027448
Dewey Edition
22
Illustrated
Yes
Dewey Decimal
621.382/2
Table Of Content
Preface xix Acknowledgements xxiii Symbols xxv Abbreviations xxix 1 Introduction 1 2 Noise and Distortion 35 3 Information Theory and Probability Models 51 4 Bayesian Inference 107 5 Hidden Markov Models 147 6 Least Square Error Wiener-Kolmogorov Filters 173 7 Adaptive Filters: Kalman, RLS, LMS 193 8 Linear Prediction Models 227 9 Eigenvalue Analysis and Principal Component Analysis 257 10 Power Spectrum Analysis 271 11 Interpolation - Replacement of Lost Samples 295 12 Signal Enhancement via Spectral Amplitude Estimation 321 13 Impulsive Noise: Modelling, Detection and Removal 341 14 Transient Noise Pulses 359 15 Echo Cancellation 371 16 Channel Equalisation and Blind Deconvolution 391 17 Speech Enhancement: Noise Reduction, Bandwidth Extension and Packet Replacement 423 18 Multiple-Input Multiple-Output Systems, Independent Component Analysis 467 19 Signal Processing in Mobile Communication 491 Bibliography 508 Index 509
Synopsis
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., 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.
LC Classification Number
TK5102.9.V37 2008
Item description from the seller
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