A Hierarchical Beam Search Algorithm with BetterPerformance for Millimeter-Wave Communication

Lin Yang, Si-Yuan Ma, Hongyu Yang, Hongcheng Tan
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引用次数: 2

Abstract

Due to the severe signal attenuation of millimetre-wave communication systems, the large antenna arrays are required to achieve high power gain via utilizing beamforming technique at both transmitter and receiver. To settle the problem that the exhaustive search algorithm is computationally prohibitive to obtain the narrow beams accurately, hierarchical search whose performance is strongly correlated with the codebook design has been widely used to reduce the search complexity. In this paper, we rotate hierarchical codebook with half beam width and enlarge the search range properly in hierarchical search process to mitigate the effects that lower power gain at the edge of beams makes performance degradation in beam training. Simulation results show superiority of the improved hierarchical search over traditional one with acceptable complexity.
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一种性能较好的毫米波通信分层波束搜索算法
由于毫米波通信系统的信号衰减严重,需要在发射端和接收端同时利用波束形成技术来实现高功率增益。为了解决穷举搜索算法难以精确获取窄波束的问题,层次搜索的性能与码本设计密切相关,被广泛用于降低搜索复杂度。本文采用半波束宽度旋转分层码本,并在分层搜索过程中适当扩大搜索范围,以缓解波束边缘功率增益较低对波束训练性能下降的影响。仿真结果表明,改进的分层搜索算法在复杂度可接受的情况下优于传统的分层搜索算法。
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