Iterative water-filling for Gaussian vector multiple access channels

We develop an efficient iterative water-filling algorithm to find an optimal transmit spectrum for maximum sum capacity in a Gaussian multiple access channel with vector inputs and a vector output. The iterative algorithm converges from any starting point and reaches within (K-1)/2 nats per output dimension from the K-user sum capacity after just one iteration.