ADVANCED DIGITAL SIGNAL PROCESSING AND NOISE REDUCTION 4/E

　　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.

本書特色

　　1 .  Two new chapters on MIMO systems, correlation and Eigen analysis and independent component analysis

　　2 .  Comprehensive coverage of advanced digital signal processing and noise reduction methods for communication and information processing systems

　　3 .  Examples and applications in signal and information extraction from noisy data

　　4 .  Comprehensive but accessible coverage of signal processing theory including probability models, Bayesian inference, hidden Markov models, adaptive filters and Linear prediction models

Ch 1 Introduction
Ch 2 Noise and Distortion
Ch 3 Information Theory and Probability Models
Ch 4 Baseyian Inference
Ch 5 Hidden Markov Models
Ch 6 Least Square Error Wiener-Kolmogorov Filters
Ch 7 Adaptive Filters, Kalman, RLS, LMS
Ch 8 Linear Prediction Models
Ch 9 Eigenvalue Analysis and Principal Component Analysis
Ch 10 Power Spectrum Analysis
Ch 11 Interpolation – Replacement of Lost Samples
Ch 12 Signal Enhancement via Spectral Amplitude Estimation
Ch 13 Impulsive Noise: Modelling, Detection and Removal
Ch 14 Transient Noise Pulses
Ch 15 Echo Cancellation
Ch 16 Channel Equalisation and Blind Deconvolution
Ch 17 Speech Enhancement: Noise Reduction, Bandwidth Extension and Packet Replacement
Ch 18 Multiple-Input Multiple-Output Systems, Independent Component Analysis
Ch 19 Signal Processing in Mobile Communication
Index