Water-filling with Channel Correlation

We show a simple method for increasing on-average capacity of correlated MIMO channels, given limited channel knowledge at the transmitter. We further show that under certain channel constraints, this capacity approaches the capacity gained by water-filling on the complete channel. We give results which determine the benefit of applying a decorrelating, or whitening, matrix to the transmit signals in terms of the asymptotic growth of the MIMO channel.