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Probability and Random Processes

Description

  • To provide necessary basic concepts in probability and random processes for applications such as random signals, linear systems in communication engineering.
  • To understand the basic concepts of probability, one and two dimensional random variables and to introduce some standard distributions applicable to engineering which can describe real life phenomenon.
  • To understand the basic concepts of random processes which are widely used in IT fields.
  • To understand the concept of correlation and spectral densities.
  • To understand the significance of linear systems with random inputs.

What Will I Learn?

  • Understand the fundamental knowledge of the concepts of probability and have knowledge of standard distributions which can describe real life phenomenon.
  • Understand the basic concepts of one and two dimensional random variables and apply in engineering applications.
  • Apply the concept random processes in engineering disciplines.
  • Understand and apply the concept of correlation and spectral densities.
  • The students will have an exposure of various distribution functions and help in acquiring skills in handling situations involving more than one variable. Able to analyze the response of random inputs to linear time invariant systems.

Topics for this course

5 Lessons50h

PROBABILITY AND RANDOM VARIABLES

Lesson 1-PROBABILITY AND RANDOM VARIABLES
Lesson 2-TWO – DIMENSIONAL RANDOM VARIABLES
Lesson 3-RANDOM PROCESSES
Lesson 4-CORRELATION AND SPECTRAL DENSITIES
Lesson 5-LINEAR SYSTEMS WITH RANDOM INPUTS

About the instructor

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518 Courses

3 students

Free

Material Includes

  • Ibe, O.C.," Fundamentals of Applied Probability and Random Processes ", 1st Indian Reprint, Elsevier, 2007.
  • Peebles, P.Z., "Probability, Random Variables and Random Signal Principles ", Tata McGraw Hill, 4th Edition, New Delhi, 2002.

Requirements

  • B.E/Diploma Students Can Pursue this Course

Target Audience

  • All Engineering Students Can Participate