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ECE 341: Random Processes

Continuous and Discrete Random Processes

 

 

 

Instructor:  Jacob Glower

Email:         Jacob_glower@yahoo.com

 


Date

Topic

Problems

1

Introduction:  What is a random process?

HW 1

Solution 1

2

Combinatorics

3

Discrete Random Processes: Binomial distribution

4

Monte-Carlo techniques with MATLAB

HW 2

Solution 2

5

Expected Value, Mean, Variance

6

Uniform, Geometric, and Pascal Distributions

7

Convolution and Discrete pdf’s

HW 3

Solution 3

8

Conditional probability and z-transform

 

Review

 

Test #1

HW 4

Solution 4

9

Continuous Random Processes:  Uniform, Exponential, Erlang Distributions

10

Monte-Carlo Techniques with MATLAB

11

Poisson Distribution & SciLab Example:

HW 5

Solution 5

12

Normal Distribution & Scilab Example

13

Weibull Distribution & SciLab Examples:

14

Convolution of Continuous pdf

HW 6

Solution 6

15

Multiple continuous random variables:

16

Conditional Probabilities

 

Review

HW 7

Solution 7

 

Test #2

17

Hypothesis Testing

18

Student t Distribution

HW 8

Solution 8

HW 9

Solution 9

 

19

t-test

20

Regression Analysis