Probability, random signals, and statistics : a textgraph with integrated software for electrical and computer engineers /
X. Rong Li.
- Boca Raton :London. CRC Press, c1999.
- 472 p. : ill. ; 27 cm.
CONTENTS
1 Introduction
1.1 Randomness, Random signals and systems 1.2 Probability and random processes 1.3 Typical Engineering applications 1.4 Why study probability and random processes etc
2 Basic Concepts in Probability
2.1 Basics of set theory 2.2 Fundamental concepts in Probability 2.3 Conditional probability 2.4 Independent events etc
3 The Random Variable
3.1 Concepts of random variable 3.2 Cumulative Distribution Function 3.3 Probability Density Function 3.4 Uniform Distribution etc
4 Multiple Random Variables
4.1 The joint distribution function 4.2 The joint density function 4.3 Independence of random variables 4.4 Expectations and moments etc
5 Introduction to statistics
5.1 Introduction 5.2 Sample mean and sample variance 5.3 Empirical distribution 5.4 Statistical inference etc
6 Random processes
6.1 Concept of random processes 6.2 Characterization of random processes 6.3 Classification of random processes 6.4 Correlation function etc
7 Power Spectral Density
7.1 Concept of power spectral density 7.2 Properties of power spectral density 7.3 White noise 7.4 Power spectrum estimation etc
8 Linear Systems with Random inputs
8.1 Deterministic Linear Systems 8.2 Time-Domain Analysis 8.3 Frequency-Domain analysis 8.4 Summary of input-output Relationship etc
9 Optimal Linear Systems
9.1 Introduction 9.2 Signal-to Noise ratio 9.3 The matched filter 9.4 The wiener Filter etc
Includes index : p. 447-455.
9780849304334
Signal processing Stochastic processes. Statistical communication theory.