研究目的
The aim of this work is to maximize the system sum-rate. Since the total available power at BS is limited, the circuit power consumption implies that activating all RF chains does not achieve the maximum sum-rate. Hence, an adequate antenna selection strategy should be designed in order to maximize the sum-rate. Moreover, the available power should be optimally divided into a portion that is dedicated to RF chains, and a second one used for transmission.
研究成果
The paper concludes that the system sum-rate is not maximized by activating all RF chains due to non-negligible circuit power consumption. It proposes efficient algorithms for antenna selection and power allocation that achieve near-optimal performance. The proposed algorithms are validated through simulations, showing significant improvements in sum-rate and fairness compared to arbitrary and optimal brute force search antenna selection.
研究不足
The technical and application constraints include the computational complexity of optimal antenna selection, the impact of channel estimation imperfection on system performance, and the sensitivity to spatial correlation between transmit antennas.