**3. Characterization of statistical properties of MIMO Channel matrix**

In this section, the MIMO channel parallel decomposition i.e. the SVD of MIMO channel matrix H and Eigen value decomposition (EVD) of Hermitian matrix HH<sup>H</sup> are explained.
