In this paper we investigate power allocation in MIMO-OFDM systems. We describe the optimal power allocations under two different constraints: a constraint on the total power of all transmitters (TXs) which is applicable in wireless applications, and a constraint on the power of each TX which is more relevant in wireline applications. We describe the optimal TX/RX structure which in combination...