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Cover image for Probabilistic systems and random signals
Title:
Probabilistic systems and random signals
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Publication Information:
Upper Saddle River, NJ : Pearson/ Prentice Hall, 2006
ISBN:
9780130094551

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30000004604975 TA340 H32 2006 Open Access Book Book
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Summary

Summary

In-depth mathematical treatment, including examples of real systems to explain many of the probabilistic models and the use of Matlab both in examples and problem assignments, ensures students can relate to the mathematical material in practical terms Unique applications--covering issues such as reliability, measurement errors, and arrival and departure of events in networks--provide students with a broader range of topical coverage.


Table of Contents

1 Introduction
2 Basic Probability
3 A Single Random Variable
4 Functions of a Random Variable and Expectations
5 Two Random Variables
6 Expectations and Functions
7 Characteristic Function
8 Multiple Random Variables
9 Basic Statistics
10 Introduction to Hypothesis Testing
11 Basic Concepts of Reliability
12 Introduction to Random Processes
13 Processing of Random Signals
14 Power Spectrum
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