毫米波通信系统的功率最小化混合预编码

Riping Ye, Shiwen He, Yongming Huang, B. Jiang, Minhua Su
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引用次数: 2

摘要

本文以毫米波多用户多输入单输出(MISO)通信系统下行链路发射功率最小为目标,研究了模拟/数字预编码的设计。为了解决非凸NP-hard优化问题,将原问题改写为基于预先设计的模拟预编码器码本的稀疏数字预编码优化问题。然后利用凸稀疏性诱导逼近方法将该问题转化为合适的半定正问题。最后,提出了一种有效的算法来解决数模混合MISO系统的SDP问题。数值仿真结果表明,该算法的性能接近穷举搜索方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power minimization hybrid precoding for millimeter wave communication systems
In this paper, we investigate the design of analog/digital precoding with the objective of minimizing transmit power for the downlink of millimeter wave multiuser multiple input single output (MISO) communication system. To solve the non-convex NP-hard optimization problem, the original problem is rewritten as a sparsity digital precoding optimization problem based on the predesigned analog precoder codebook. Then a convex sparsity inducing approximation method is used to transform the problem into a suitable semidefinite positive (SDP) problem. Finally, an effective algorithm is developed to solve the SDP problem of interest for the hybrid digital/analog MISO systems. Numerical simulations show that the proposed algorithm achieves a performance close to the exhaustive search method.
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