基于LS信道估计的M-QAM调制的大规模mimo OFDM系统性能研究

Abdelhamid Riadi, M. Boulouird, M. Hassani
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引用次数: 15

摘要

针对正交频分复用(OFDM)和高阶调制技术相结合的大规模MIMO系统,提出了一种最小二乘信道估计(LSCE)方法。ZF和MMSE探测器的性能分别用$(Nt\乘以Nr)$、(50 × 100)和(50 × 300)天线阵列进行了评估,适用于各种调制技术16-QAM、64- qam和128-QAM,以及各种OFDM子载波64、256、512和1024。性能是由误码率(BER)决定的。当天线阵列为50 × 100时,增加位元/符号数可以提高ZF和MMSE检测器的误码率;而增加OFDM子载波的数量会降低误码率。将128-QAM调制与1024子载波相结合,将接收天线阵列增加3倍(即50 × 300),进一步降低了ZF和MMSE检波器的误码率。因此,ZF和MMSE检测器提供了最佳的误码率,从而获得了最佳的系统性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance of Massive-MIMO OFDM system with M-QAM Modulation based on LS Channel Estimation
A Least Squares Channel Estimation (LSCE) method is designated for a Massive MIMO system combined with Orthogonal Frequency Division Multiplexing (OFDM) and higher order modulation technique. The performance of ZF and MMSE detectors is evaluated with $(Nt\times Nr)$, (50 × 100) and (50 × 300) respectively antennas array, for various modulations techniques 16-QAM, 64-QAM, and 128-QAM, and for various OFDM sub-carriers 64, 256, 512 and 1024. The performance is determined in terms of Bit Error Rate (BER). Increasing the number of Bits/symbol provides an increase of BER both the ZF and MMSE detectors for an antennas array 50 × 100; Whereas increasing the number of OFDM sub-carriers provides a decreasing of BER. Combining 128-QAM modulation with 1024-sub-carriers and increase the receiver antennas array three times (i.e., 50 × 300), decreases more the BER both the ZF and MMSE detectors. Consequently the ZF and MMSE detectors provide a best BER so a best system performance.
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