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Advanced Digital Signal Processing and Noise Reduction, Second Edition.
Saeed V. Vaseghi
Copyright © 2000 John Wiley & Sons Ltd
ISBNs: 0-471-62692-9 (Hardback): 0-470-84162-1 (Electronic)
To my parents
With thanks to Peter Rayner, Ben Milner, Charles Ho and Aimin Chen
CONTENTS
PREFACE .............................................................................................. xvii
FREQUENTLY USED SYMBOLS AND ABBREVIATIONS.......... xxi
parametric Signal Processing.....................................3
1.2.2 Model-Based Signal Processing..........................................4
1.2.3 Bayesian Statistical Signal Processing................................4
1.2.4 Neural Networks..................................................................5
1.3 Applications of Digital Signal Processing.......................................5
1.3.1 Adaptive Noise Cancellation and Noise Reduction............5
1.3.2 Blind Channel Equalisation.................................................8
1.3.3 Signal Classification and Pattern Recognition....................9
1.3.4 Linear Prediction Modelling of Speech.............................11
1.3.5 Digital Coding of Audio Signals.......................................12
1.3.6 Detection of Signals in Noise............................................14
1.3.7 Directional Reception of Waves: Beam-forming..............16
1.3.8 Dolby Noise Reduction.....................................................18
1.3.9 Radar Signal Processing: Doppler Frequency Shift..........19
1.4 Sampling and Analog–to–Digital Conversion...............................21
1.4.1 Time-Domain Sampling and Reconstruction of Analog
Signals..............................................................................22
1.4.2 Quantisation.......................................................................25
Bibliography.........................................................................................27
CHAPTER 2 NOISE AND DISTORTION...........................................29
2.1 Introduction....................................................................................30
2.2 White Noise...................................................................................31
2.3 Coloured Noise..............................................................................33
2.4 Impulsive Noise.............................................................................34
2.5 Transient Noise Pulses...................................................................35
2.6 Thermal Noise................................................................................36
CHAPTER 1 INTRODUCTION...............................................................1
1.1 Signals and Information...................................................................2
1.2 Signal Processing Methods..............................................................3
1.2.1 Non
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