# Bayesian/ MMSE Estimation for Wireless Communications -MIMO/ OFDM

- Institution: IIT Kanpur
- Department: Electronics & Communication Engineering
- Teacher: Prof. Aditya Jagannatham
- Level: Undergraduate
- Language: English
- Subjects: Engineering, Society and politics
- Source: [NPTEL](https://nptel.ac.in/courses/117104126)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/117104126)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Basics – Introduction to Bayesian Minimum Mean Squared Error](https://invisiblenetwork.ai/learn/nptel/117104126/929a612f4de4) (Video)
2. [Optimal Bayesian Minimum Mean Squared Error (MMSE) Estimate](https://invisiblenetwork.ai/learn/nptel/117104126/df94981fd32b) (Video)
3. [Derivation of Minimum Mean Squared Error MMSE Estimate for Gaussian Parameter – Part I](https://invisiblenetwork.ai/learn/nptel/117104126/9d74c38ca182) (Video)
4. [Derivation of Minimum Mean Squared Error MMSE Estimate for Gaussian Parameter – Part II](https://invisiblenetwork.ai/learn/nptel/117104126/be0549b5873d) (Video)
5. [Derivation of Minimum Mean Squared Error (MMSE) Estimate for Gaussian Parameter – Non-Zero Mean and Vector Parameter/ Observation](https://invisiblenetwork.ai/learn/nptel/117104126/493b97d4605a) (Video)
6. [Minimum Mean Squared Error MMSE Estimation Application – Wireless Sensor Network](https://invisiblenetwork.ai/learn/nptel/117104126/be4061ead743) (Video)
7. [Simplification and Example of Minimum Mean Squared Error MMSE Estimate for Wireless Sensor Networks](https://invisiblenetwork.ai/learn/nptel/117104126/7e2a43f28d67) (Video)
8. [Minimum Mean Squared Error MMSE Estimation Application – Wireless Fading Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/b431a005aa47) (Video)
9. [Simplification and Example of Minimum Mean Squared Error MMSE Estimate for Wireless Fading Channel](https://invisiblenetwork.ai/learn/nptel/117104126/ed46699364bc) (Video)
10. [Minimum Mean Squared Error MMSE for Wireless Sensor Network WSN – Derivation and Example](https://invisiblenetwork.ai/learn/nptel/117104126/2bf7cb68934b) (Video)
11. [Reliability of Minimum Mean Squared Error MMSE Estimate – Part I](https://invisiblenetwork.ai/learn/nptel/117104126/efcfed977a34) (Video)
12. [Reliability of Minimum Mean Squared Error MMSE Estimate – Part II](https://invisiblenetwork.ai/learn/nptel/117104126/45005709f81c) (Video)
13. [Minimum Mean Squared Error MMSE for Wireless Fading Channel Estimation – Derivation](https://invisiblenetwork.ai/learn/nptel/117104126/abd69096b8f7) (Video)
14. [Minimum Mean Squared Error (MMSE) for Wireless Fading Channel Estimation – Example and Properties of Complex Channel Coefficient Estimate](https://invisiblenetwork.ai/learn/nptel/117104126/83beba399196) (Video)
15. [Linear Minimum Mean Squared Error LMMSE Estimate Derivation – Part I](https://invisiblenetwork.ai/learn/nptel/117104126/aa9161de3bf8) (Video)
16. [Linear Minimum Mean Squared Error LMMSE Estimate Derivation – Part II](https://invisiblenetwork.ai/learn/nptel/117104126/f62194892c9a) (Video)
17. [Vector Parameter Estimation – System Model for Multi-Antenna Downlink Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/35c8005f3b00) (Video)
18. [Linear Minimum Mean Squared Error LMMSE Estimate for Multi Antenna Downlink Wireless Channel](https://invisiblenetwork.ai/learn/nptel/117104126/e51cac1d870b) (Video)
19. [Linear Minimum Mean Squared Error LMMSE Estimate for Multi Antenna Downlink Wireless Channel-Part II](https://invisiblenetwork.ai/learn/nptel/117104126/e98843e517c0) (Video)
20. [Example of Linear Minimum Mean Squared Error LMMSE Estimation for Multi Antenna Downlink Wireless Channel](https://invisiblenetwork.ai/learn/nptel/117104126/4dd3869cc113) (Video)
21. [Derivation and Example of Error Covariance of Multi Antenna LMMSE Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/fe661ab16f83) (Video)
22. [System Model for Multiple Input Multiple Output MIMO Downlink Wireless Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/6529360c7cdc) (Video)
23. [Channel/ Noise Statistics for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/ea504463addc) (Video)
24. [LMMSE/ MMSE Estimation for Multiple-Input Multiple-Output(MIMO) Downlink Wireless Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/020c88b4d2bd) (Video)
25. [Example of LMMSE/ MMSE Estimation for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation](https://invisiblenetwork.ai/learn/nptel/117104126/bcab9e55b268) (Video)
26. [Introduction and system model for equalization](https://invisiblenetwork.ai/learn/nptel/117104126/7a2b89967d16) (Video)
27. [Linear Minimum Mean Square Error (LMMSE) Channel Equalization](https://invisiblenetwork.ai/learn/nptel/117104126/0e0ab39444ff) (Video)
28. [Error for LMMSE Channel Equalizer and Example of LMMSE Channel Equalization](https://invisiblenetwork.ai/learn/nptel/117104126/b2b7baa1592f) (Video)
29. [Example of Linear Minimum Mean Square Error (LMMSE) Channel Equalization](https://invisiblenetwork.ai/learn/nptel/117104126/d13cae1be7a9) (Video)
30. [Introduction and system model for OFDM](https://invisiblenetwork.ai/learn/nptel/117104126/69b07e072cac) (Video)
31. [System model for OFDMl, IFFT/ FFT Operations](https://invisiblenetwork.ai/learn/nptel/117104126/a3772d45857d) (Video)
32. [LMMSE Estimation for OFDM](https://invisiblenetwork.ai/learn/nptel/117104126/8101a821cfa3) (Video)
33. [Estimate and Error variance of LMMSE Estimate](https://invisiblenetwork.ai/learn/nptel/117104126/3857fc9a6734) (Video)
34. [Example of OFDM](https://invisiblenetwork.ai/learn/nptel/117104126/29a7a6c3d817) (Video)
35. [Example of LMMSE estimate and Error variance for OFDM](https://invisiblenetwork.ai/learn/nptel/117104126/7e91333ee9c1) (Video)