统计信号处理基础

Chapter 1 Introduction 1. 1 Discrete-Time Stochastic Processes 1. 2 Signal Modeling 1.3 Spectrum Estimation 1. 4 Optimal Filters 1. 5 Adaptive Filters · 1.6 Organization of This Book Chapter 2 Discrete Time Stochastic Processes 2.1 Introduction 2.2 Definitions of Random Processes 2. 3 Time-Domain Statistical Characteristics 2. 4 Frequency-Domain Statistical Characteristics 2. 5 Filtering Random Processes 2. 6 Special Types of Random Processes 2.7 Summary Exercises References Chapter 3 Signal Modeling 3. 1 Introduction 3. 2 All-Pole Models 3. 3 All-Zero Models 3. 4_ Pole-Zero Models 3.5 Summary