Other university, Electronics and Communication engineering , Probability Theory and Stochastic Processes Syllabus

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Unit - 1 Sets And Set Operations

Unit 1

Content

1.1 Set and Set Operations

1.2 Probability Space

1.3 Conditional Probability and Bayes Theorem

1.4 Combinational Probability and Sampling methods

Unit - 2 Discrete Random Variables

Unit 2

Content

2.1 Discrete Random variables

2.2 Probability mass function

2.3 Probability Distribution Function

2.4 Examples of random variables and distributions

2.5 Continuous Random Variables

2.6 Probability density function

2.7 Examples on Distributions

Unit - 3 Joint Distributions

Unit 3

Content

3.1 Joint Distributions

3.2 Function of one or two variables

3.3Moments of random variable

3.4 Conditional Distribution

3.5 Densities and Moments

3.6 Characteristic functions of random variable

3.7 Markov

3.8 Chebyshev and Chernoff Bounds

Unit - 4 Random Sequences

Unit 4

Content

4.1 Random Sequences and Models of Convergence

4.2 Limit Theorem

Unit - 5 Random Process

Unit 5

Content

5.1 Random Process

5.2 Stationary Process

5.3 Mean and Covariance Functions

5.4 Ergodicity

5.5 Transmission of random process through LTI

5.6 Power Spectral Density

5.7 Markov chain and Markov Process

Download ECE Third Year syllabus pdf
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Other Subjects of third-year
Cellular networks
Integrated circuits
Digital communication
Linear control systems
Power devices & circuits
Digital signal processing
Computer networks and security
Microprocessors & microcontrollers
Electronics instruments and measurement
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