部分连接射频结构的单用户MIMO混合波束形成

Mohammad Majidzadeh, Aleksi Moilanen, N. Tervo, Harri Pennanen, Antti Tölli, M. Latva-aho
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引用次数: 11

摘要

基于毫米波技术的大规模多输入多输出(MIMO)系统的实际实现中,模数混合波束形成被认为是一种很有前途的解决方案。针对部分连接射频(RF)架构的单用户MIMO系统,提出了三种混合波束形成算法,包括奇异值分解(SVD)匹配算法、迭代正交化算法和收发零强制(ZF)算法。在基于几何的随机信道模型中,将所提算法的速率性能与全数字和模拟波束形成进行了比较。仿真结果表明,在混合波束形成方法中,该方法具有较好的发射-接收ZF,性能与数字波束形成方法较为接近。总之,精心设计的部分连接混合波束形成可以在硬件复杂性和性能之间取得很好的平衡。
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Hybrid beamforming for single-user MIMO with partially connected RF architecture
Hybrid analog-digital beamforming has been recognized as a promising solution for a practical implementation of massive multiple-input multiple-output (MIMO) systems based on millimeter-wave technology. In this paper, three hybrid beamforming algorithms are proposed for single-user MIMO systems with partially connected radio frequency (RF) architecture, including a singular value decomposition (SVD) matching algorithm, an iterative orthogonalization algorithm, and a transmit-receive zero forcing (ZF) algorithm. The rate performance of the proposed algorithms is compared with fully digital and analog beamforming in a realistic geometry-based stochastic channel model. The simulation results show that the transmit-receive ZF is superior among hybrid methods, and it provides performance relatively close to that of the digital beamforming. In conclusion, carefully designed partially connected hybrid beamforming can obtain an excellent balance between hardware complexity and performance.
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