小波变换辅助指数调制的单载波FDMA

IF 5.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Zhou Lu;Mohammed El-Hajjar;Lie-Liang Yang
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引用次数: 0

摘要

单载波频分多址(SC-FDMA)由于其低峰均功率比(PAPR)特性,是一种众所周知的多用户上行通信传输方式。同时,折射率调制(IM)由于其在光谱效率和能量效率之间的权衡方面的灵活性而得到了广泛的研究。然而,在SC-FDMA中使用传统的IM方案可能会影响SC-FDMA信号的理想特性,例如导致PAPR的增加。另一方面,由于小波变换在时域和频域的局部聚焦能力,小波变换(WT)已被证明比基于快速傅里叶变换(FFT)的SC-FDMA提供了更好的性能。本文提出了符号位置索引调制(SPIM)、扩展矩阵索引调制(SMIM)和联合矩阵-符号索引调制(JMSIM)三种IM方案,分别在符号矢量级、扩展矩阵级或两者的组合上进行IM。这些IM方案采用基于wts的SC-FDMA实现数据传输。我们考虑了两种扩展矩阵设计方案,即随机色散矩阵设计和Gram-Schmidt (GS)正交矩阵设计。相应地,我们提出了不同的检测方案,包括最大似然检测(MLD)、简化最大似然检测(SMLD)和两阶段索引- qam检测(TSD)。通过仿真对所提方案的性能进行了评价。我们的研究和结果表明,这三种方案都可以有效地降低传统im辅助SC-FDMA信号遇到的PAPR。此外,与随机色散矩阵相比,GS矩阵方法可以提供高达20 dB的增益。此外,基于gs的系统可以采用所提出的低复杂度TSD,允许实现与MLD相似的误码率(BER)性能,同时需要显着低的复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wavelet Transform Aided Single-Carrier FDMA With Index Modulation
Single-carrier frequency-division multiple access (SC-FDMA) is a well-known multiuser transmission method for uplink communications owing to its low peak-to-average power ratio (PAPR) characteristics. Simultaneously, index modulation (IM) has been widely studied owing to its flexibility for spectral-efficiency versus energy-efficiency trade-off. However, applying conventional IM schemes with SC-FDMA may affect the desirable characteristics of SC-FDMA signals, resulting in the increase of PAPR, for example. On the other side, Wavelet Transform (WT) has been shown to provide an improved performance over the fast Fourier transform (FFT)-based SC-FDMA, owing to WT's local focusing capability in both time and frequency domains. In this paper, we propose three IM schemes, namely Symbol Position Index Modulation (SPIM), Spreading Matrix Index Modulation (SMIM) and Joint Matrix-Symbol Index Modulation (JMSIM) schemes, which perform IM at the symbol vector level, spreading matrix level, or a combination of both. These IM schemes are implemented with the WT-based SC-FDMA for data transmission. We consider two spreading matrix design schemes, namely random dispersion matrix design and Gram-Schmidt (GS) orthogonalization matrix design. Correspondingly, we propose different detection schemes, including Maximum Likelihood Detection (MLD), Simplified Maximum Likelihood Detection (SMLD), and the Two Stage Index-QAM Detection (TSD). The performance of the proposed schemes is evaluated by simulations. Our studies and results show that all the three schemes can effectively reduce the PAPR encountered by the conventional IM-assisted SC-FDMA signals. Moreover, the method of GS matrices can provide a gain upto 20 dB compared with the method of random dispersion matrices. Furthermore, the GS-based system can employ the proposed low-complexity TSD, allowing to achieve a similar bit error rate (BER) performance as MLD, while requiring significantly low complexity.
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来源期刊
CiteScore
9.60
自引率
0.00%
发文量
25
审稿时长
10 weeks
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