论文标题
Weibull褪色通道上下行链路MIMO-NOMA系统的性能分析
Performance analysis of downlink MIMO-NOMA systems over Weibull fading channels
论文作者
论文摘要
这项工作分析了下行链路多用户多输入多输出(MU-MIMO)非正交多访问(NOMA)通信系统的性能。为了降低硬件复杂性并利用天线多样性,我们考虑了传输天线选择(TAS)方案和相等增益组合(EGC)接收器。此外,我们认为Weibull分布的褪色渠道以说明传播介质的非线性,并涵盖特殊情况,例如雷利(Rayleigh)和指数模型等重要的褪色场景。诸如中断概率(OP)和平均位错误率(ABER)之类的性能指标以准确的方式得出。还对OP和ABER进行了渐近分析。此外,我们获得了概率密度函数(PDF)的精确表达式和端到端信号噪声比(SNR)的累积分布函数(CDF)。有趣的是,我们的结果表明,除了第一个用户(最近的用户)以外,在高SNR制度中,ABER实现了仅取决于用户的功率分配系数和调制类型的性能层,而不是频道统计信息或传输和接收天线的数量。据作者所知,文献中没有针对被考虑的方案进行绩效分析。我们所有表达式的有效性通过蒙特卡洛模拟确认。
This work analyzes the performance of a downlink multi-user multiple-input multiple-output (MU-MIMO) non-orthogonal multiple access (NOMA) communications system. To reduce hardware complexity and exploit antenna diversity, we consider a transmit antenna selection (TAS) scheme and equal-gain combining (EGC) receivers. Further, we consider Weibull-distributed fading channels to account for non-linearities of the propagation medium and to cover, as special cases, important fading scenarios such as Rayleigh and exponential models. Performance metrics such as the outage probability (OP) and the average bit error rate (ABER) are derived in an exact manner. An asymptotic analysis for the OP and for the ABER is also carried out. Moreover, we obtain exact expressions for the probability density function (PDF) and the cumulative distribution function (CDF) of the end-to-end signal-to-noise ratio (SNR). Interestingly, our results indicate that, except for the first user (nearest user), in a high-SNR regime the ABER achieves a performance floor that depends solely on the user's power allocation coefficient and on the type of modulation, and not on the channel statistics or the amount of transmit and receive antennas. To the best of the authors' knowledge, no performance analyses have been reported in the literature for the considered scenario. The validity of all our expressions is confirmed via Monte-Carlo simulations.