MA8451 Syllabus Probability and Random Processes
MA8451 Syllabus Probability and Random Processes Regulation 2017 Anna University free download. Probability and Random Processes Syllabus MA8451 pdf free download. Short Name PRP.
OBJECTIVES :
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.
UNIT I PROBABILITY AND RANDOM VARIABLES 12 MA8451 Syllabus Probability and Random Processes
Probability – Axioms of probability – Conditional probability – Baye‘s theorem – Discrete and continuous random variables – Moments – Moment generating functions – Binomial, Poisson, Geometric, Uniform, Exponential and Normal distributions.
UNIT II TWO – DIMENSIONAL RANDOM VARIABLES 12 MA8451 Syllabus Probability and Random Processes
Joint distributions – Marginal and conditional distributions – Covariance – Correlation and linear regression – Transformation of random variables – Central limit theorem (for independent and identically distributed random variables).
UNIT III RANDOM PROCESSES 12 MA8451 Probability and Random Processes
Classification – Stationary process – Markov process – Markov chain – Poisson process – Random telegraph process.
UNIT IV CORRELATION AND SPECTRAL DENSITIES 12 MA8451 Probability and Random Processes
Auto correlation functions – Cross correlation functions – Properties – Power spectral density – Cross spectral density – Properties.
UNIT V LINEAR SYSTEMS WITH RANDOM INPUTS 12 MA8451 Probability and Random Processes
Linear time invariant system – System transfer function – Linear systems with random inputs – Auto correlation and cross correlation functions of input and output.
| Subject name | Probability and Random Processes |
| Semester | 4 |
| Subject Code | MA8451 |
| Regulation | 2017 regulation |
MA8451 Probability and Random Processes Syllabus Click Here To Download
MA8451 Notes Probability and Random Processes
MA8451 Important Questions Probability and Random Processes