Probability and Random Variables & Processes for Wireless Communications Video Lectures

Probability and Random Variables & Processes for Wireless Communications
'Probability and Random Variables & Processes for Wireless Communications' Video Lectures by Prof. Aditya K. Jagannatham from IIT Kanpur
"Probability and Random Variables & Processes for Wireless Communications" - Video Lectures
1. Basics - Sample Space and Events
2. Axioms of Probability
3. Conditional Probability - Mary-PAM Example
4. Independent Events - Mary-PAM Example
5. Independent Events - Block Transmission Example
6. Independent Events - Multiantenna Fading Example
7. Bayes Theorem and Aposteriori Probabilities
8. Maximum Aposteriori Probability (MAP) Receiver
9. Random Variables, Probability Density Function (PDF)
10. Application: Power of Fading Wireless Channel
11. Mean, Variance of Random Variables
12. Application: Average Delay and RMS Delay Spread of Wireless Channel
13. Transformation of Random Variables and Rayleigh Fading Wireless Channel
14. Gaussian Random Variable and Linear Transformation
15. Special Case: IID Gaussian Random Variables
16. Application: Array Processing and Array Gain with Uniform Linear Arrays
17. Random Processes and Wide Sense Stationarity (WSS)
18. WSS Example Narrowband Wireless Signal with Random Phase
19. Power Spectral Density (PSD) for WSS Random Process
20. PSD Application in Wireless Bandwidth Required for Signal Transmission
21. Transmission of WSS Random Process Through LTI System
22. Special Random Processes Gaussian Process and White Noise AWGN Communication Channel
23. Gaussian Process Through LTI System Example: WGN Through RC Low Pass Fillter Not Started
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