Research Article
Adaptive Step Size Gradient Ascent ICA Algorithm for Wireless MIMO Systems
(1) | Initialization | | Whiten the mixed received data | | Choose a random initial unmixing matrix | | Select the number of maximum iterations | (2) | for to do | (3) | | (4) | Calculate entropy of the mixed received data vectors as | | | (5) | Calculate matrix as follows: | | | (6) | Calculate matrix as | | | (7) | Update the unmixing matrix using the following equation: | | | (8) | Terminate the loop if | | , where is very small | (9) | end for |
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