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Digital Communications: Module 2 Random Processes.pdf

June 6, 2008 · Filed Under Telecommunication Engineering  · Tags: , ,

Module 2 of the Digital Communications ebook, you may also be interested in reading the Module 1 or Module 3 of this Telecommunication Engineering ebook.

Table of contents of Module 2: Random Processes:

  • Lesson 5 Introduction to Random Variables, you will learn about: Definition of a random variable, Properties of cumulative distribution function (cdf), Properties of probability density function (pdf), Joint Distribution, A more formal definition of a Random Variable (RV), Cumulative Distribution Function [cdf], Some fundamental properties of cdf Fx(a), Probability Density Function (pdf) / Frequency Function / Density Function, Properties of Probability Density Function (pdf), Two or more random variables.
  • Lesson 6 Functions of Random Variables, you will learn about: cdf of function of a random variable, Formula for determining the pdf of a random variable, Cumulative Distribution Function [cdf] of g(x), Formula for determining the pdf of Y, i.e., fY(Y):
  • Lesson 7 Some useful Distributions, you will learn about: Uniform (or Rectangular) Distribution, Binomial Distribution, Poison Distribution, Gaussian (Normal) Distribution, Central Limit Theorem, Generation of Gaussian distributed random numbers using computer, Error function
  • Lesson 8 Stochastic Processes, you will learn about: Stochastic Processes, Statistical Average, Averages for joint stochastic processes, Wide sense stationary process, Complex valued stochastic process, Power Density Spectrum of a stochastic process
  • Lesson 9 Introduction to Statistical Signal Processing, you will learn about: Hypotheses testing, Unbiased estimation based on minimum variance, Mean Square Error (MSE), Theorem on Crammer - Rao Lower Bound (CRLB), CRLB for signals in White Gaussian Noise

This ebook is available FREE at National Programme on Technology Enhanced Learning Indian Institute of Technology Madras, India website, we merely collect the information, we are neither affiliated with the author(s), the website and any brand nor responsible for its content and change of content. (Read our disclaimer here or here before you download the document from the website written above by clicking the below link).

Download free Module 2 of Digital Communications ebook Random Processes (5 pdf files, 0.6 MB), from links below:

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