NOC:Bayesian, MMSE Estimation for Wireless Communications MIMO, OFDM Cellular and Sensor Networks

Lecture 1 - Basics – Introduction to Bayesian Minimum Mean Squared Error

Lecture 2 - Optimal Bayesian Minimum Mean Squared Error (MMSE) Estimate

Lecture 3 - Derivation of Minimum Mean Squared Error MMSE Estimate for Gaussian Parameter – Part I

Lecture 4 - Derivation of Minimum Mean Squared Error MMSE Estimate for Gaussian Parameter – Part II

Lecture 5 - Derivation of Minimum Mean Squared Error (MMSE) Estimate for Gaussian Parameter – Non-Zero Mean and Vector Parameter / Observation

Lecture 6 - Minimum Mean Squared Error MMSE Estimation Application – Wireless Sensor Network

Lecture 7 - Simplification and Example of Minimum Mean Squared Error MMSE Estimate for Wireless Sensor Networks

Lecture 8 - Minimum Mean Squared Error MMSE Estimation Application – Wireless Fading Channel Estimation

Lecture 9 - Simplification and Example of Minimum Mean Squared Error MMSE Estimate for Wireless Fading Channel

Lecture 10 - Minimum Mean Squared Error MMSE for Wireless Sensor Network WSN – Derivation and Example

Lecture 11 - Reliability of Minimum Mean Squared Error MMSE Estimate – Part I

Lecture 12 - Reliability of Minimum Mean Squared Error MMSE Estimate – Part II

Lecture 13 - Minimum Mean Squared Error MMSE for Wireless Fading Channel Estimation – Derivation

Lecture 14 - Minimum Mean Squared Error (MMSE) for Wireless Fading Channel Estimation – Example and Properties of Complex Channel Coefficient Estimate

Lecture 15 - Linear Minimum Mean Squared Error LMMSE Estimate Derivation – Part I

Lecture 16 - Linear Minimum Mean Squared Error LMMSE Estimate Derivation – Part II

Lecture 17 - Vector Parameter Estimation – System Model for Multi-Antenna Downlink Channel Estimation

Lecture 18 - Linear Minimum Mean Squared Error LMMSE Estimate for Multi Antenna Downlink Wireless Channel - Part I

Lecture 19 - Linear Minimum Mean Squared Error LMMSE Estimate for Multi Antenna Downlink Wireless Channel - Part II

Lecture 20 - Example of Linear Minimum Mean Squared Error LMMSE Estimation for Multi Antenna Downlink Wireless Channel

Lecture 21 - Derivation and Example of Error Covariance of Multi Antenna LMMSE Channel Estimation

Lecture 22 - System Model for Multiple Input Multiple Output MIMO Downlink Wireless Channel Estimation

Lecture 23 - Channel/ Noise Statistics for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation

Lecture 24 - LMMSE/ MMSE Estimation for Multiple-Input Multiple-Output(MIMO) Downlink Wireless Channel Estimation

Lecture 25 - Example of LMMSE/ MMSE Estimation for Multiple-Input Multiple-Output (MIMO) Downlink Wireless Channel Estimation

Lecture 26 - Introduction and system model for equalization

Lecture 27 - Linear Minimum Mean Square Error (LMMSE) Channel Equalization

Lecture 28 - Error for LMMSE Channel Equalizer and Example of LMMSE Channel Equalization

Lecture 29 - Example of Linear Minimum Mean Square Error (LMMSE) Channel Equalization

Lecture 30 - Introduction and system model for OFDM

Lecture 31 - System model for OFDMl, IFFT/ FFT Operations

Lecture 32 - LMMSE Estimation for OFDM

Lecture 33 - Estimate and Error variance of LMMSE Estimate

Lecture 34 - Example of OFDM

Lecture 35 - Example of LMMSE estimate and Error variance for OFDM