LDPC编码大规模MIMO-OFDM系统性能分析

Aravinda Babu Tummala, Deergha Rao Korrai
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引用次数: 3

摘要

多输入多输出正交频分复用(MIMO OFDM)无线通信在文献中得到了广泛的应用。然而,经典MIMO系统中出现的问题可以通过大量阵列天线来克服,这种系统被称为大规模MIMO。但是,对于使用传统均衡器(如零强制(ZF)和最小均方误差(MMSE))的系统来说,延迟可能更大。为此,本文提出了采用近似消息传递(AMP)均衡器的LDPC编码大规模MIMO OFDM系统。通过仿真分析了该系统的性能。在本仿真中,使用了不同的发射和接收天线(64,128)、(64,256)、(64,512)和(64,1024)和16QAM。最后,分析了使用AMP均衡器的LDPC编码和非编码大规模MIMO OFDM的性能,并与使用误码率和延迟作为性能指标的ZF和MMSE均衡器进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of LDPC Coded Massive MIMO-OFDM System
Multiple Input Multiple Output Orthogonal Frequency Division Multiplexing (MIMO OFDM) wireless communication is well known in the literature. However, the problems occur in classical MIMO system can be overcome with large number of array antennas such systems, termed as Massive MIMO. But, the latency may be more for these systems using traditional equalizers such as Zero Forcing (ZF) and Minimum Mean Square Error (MMSE). Hence, this paper proposes LDPC coded Massive MIMO OFDM system using Approximate Message Passing (AMP) equalizer. The performance of the proposed system is analysed through simulations. In this simulation, different transmit and receive antennas (64,128), (64,256), (64,512) and (64, 1024) and 16QAM are used. Finally, the performance of LDPC coded and uncoded massive MIMO OFDM using AMP equalizer is analyzed in comparison with ZF and MMSE equalizers using BER and latency as performance measures.
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