Learn · Bayesian/ MMSE Estimation for Wireless Communications -MIMO/ OFDM

Lecture 23 of 35Week 6

Channel/ Noise Statistics for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation

Prof. Aditya Jagannatham · IIT Kanpur

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From
Bayesian/ MMSE Estimation for Wireless Communications -MIMO/ OFDM, IIT Kanpur (at NPTEL)
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
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NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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All the lectures

  1. Basics – Introduction to Bayesian Minimum Mean Squared Error Video
  2. Optimal Bayesian Minimum Mean Squared Error (MMSE) Estimate Video
  3. Derivation of Minimum Mean Squared Error MMSE Estimate for Gaussian Parameter – Part I Video
  4. Derivation of Minimum Mean Squared Error MMSE Estimate for Gaussian Parameter – Part II Video
  5. Derivation of Minimum Mean Squared Error (MMSE) Estimate for Gaussian Parameter – Non-Zero Mean and Vector Parameter/ Observation Video
  6. Minimum Mean Squared Error MMSE Estimation Application – Wireless Sensor Network Video
  7. Simplification and Example of Minimum Mean Squared Error MMSE Estimate for Wireless Sensor Networks Video
  8. Minimum Mean Squared Error MMSE Estimation Application – Wireless Fading Channel Estimation Video
  9. Simplification and Example of Minimum Mean Squared Error MMSE Estimate for Wireless Fading Channel Video
  10. Minimum Mean Squared Error MMSE for Wireless Sensor Network WSN – Derivation and Example Video
  11. Reliability of Minimum Mean Squared Error MMSE Estimate – Part I Video
  12. Reliability of Minimum Mean Squared Error MMSE Estimate – Part II Video
  13. Minimum Mean Squared Error MMSE for Wireless Fading Channel Estimation – Derivation Video
  14. Minimum Mean Squared Error (MMSE) for Wireless Fading Channel Estimation – Example and Properties of Complex Channel Coefficient Estimate Video
  15. Linear Minimum Mean Squared Error LMMSE Estimate Derivation – Part I Video
  16. Linear Minimum Mean Squared Error LMMSE Estimate Derivation – Part II Video
  17. Vector Parameter Estimation – System Model for Multi-Antenna Downlink Channel Estimation Video
  18. Linear Minimum Mean Squared Error LMMSE Estimate for Multi Antenna Downlink Wireless Channel Video
  19. Linear Minimum Mean Squared Error LMMSE Estimate for Multi Antenna Downlink Wireless Channel-Part II Video
  20. Example of Linear Minimum Mean Squared Error LMMSE Estimation for Multi Antenna Downlink Wireless Channel Video
  21. Derivation and Example of Error Covariance of Multi Antenna LMMSE Channel Estimation Video
  22. System Model for Multiple Input Multiple Output MIMO Downlink Wireless Channel Estimation Video
  23. Channel/ Noise Statistics for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation Video
  24. LMMSE/ MMSE Estimation for Multiple-Input Multiple-Output(MIMO) Downlink Wireless Channel Estimation Video
  25. Example of LMMSE/ MMSE Estimation for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation Video
  26. Introduction and system model for equalization Video
  27. Linear Minimum Mean Square Error (LMMSE) Channel Equalization Video
  28. Error for LMMSE Channel Equalizer and Example of LMMSE Channel Equalization Video
  29. Example of Linear Minimum Mean Square Error (LMMSE) Channel Equalization Video
  30. Introduction and system model for OFDM Video
  31. System model for OFDMl, IFFT/ FFT Operations Video
  32. LMMSE Estimation for OFDM Video
  33. Estimate and Error variance of LMMSE Estimate Video
  34. Example of OFDM Video
  35. Example of LMMSE estimate and Error variance for OFDM Video