多用户大规模MIMO系统能效优化算法
n energy-efficient optimization algorithm for multi-user massive MIMO systems
针对多用户大规模MIMO系统的下行链路,为了满足用户QoS需求,建立关于发射功率,发射天线数,用户天线数的系统能效优化模型。不同于传统的利用迭代算法求解使系统能效最佳的发射功率,本文提出了采用Lambert W函数分析得到系统最佳发射功率的闭式表达式,极大地降低了运算复杂度,并进一步利用天线选择算法对能效进一步优化,并采用凸优化算法对能效进行优化。仿真结果表明,本文所提算法能有效提高系统能效,提升系统性能。
For the downlink of a multi-user massive MIMO system, in order to meet the user\'s QoS requirements, a system energy efficiency optimization model on the transmit power, the number of transmit antennas, and the number of user antennas is established. Different from the traditional iterative algorithm to solve the transmission power that optimizes the energy efficiency of the system, this paper proposes a closed-form expression using the Lambert W function analysis to obtain the optimal transmission power of the system, which greatly reduces the computational complexity and further uses antenna selection The algorithm further optimizes energy efficiency, and uses a convex optimization algorithm to optimize energy efficiency. Simulation results show that the algorithm proposed in this paper can effectively improve system energy efficiency and system performance.
郭甜、李国民
通信无线通信
大规模MIMO能效Lambert W函数天线选择凸优化
massive MIMOenergy efficiencyLambert W functionantenna selectionconvex optimization
郭甜,李国民.多用户大规模MIMO系统能效优化算法[EB/OL].(2020-03-20)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/202003-242.点此复制
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