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Fractional Interference Alignment: An Interference Alignment Scheme for Finite Alphabet Signals

机译:分数干涉对齐:干扰对齐方案   有限字母信号

摘要

Interference Alignment (IA) is a transmission scheme which achieves 1/2Degrees-of-Freedom (DoF) per transmit-antenna per user. The constraints imposedon the scheme are based on the linear receiver since conventional IA assumesGaussian signaling. However, when the transmitters employ Finite Alphabet (FA)signaling, neither the conventional IA precoders nor the linear receiver areoptimal structures. Therefore, a novel Fractional Interference Alignment (FIA)scheme is introduced when FA signals are used, where the alignment constraintsare now based on the non-linear, minimum distance (MD) detector. Since DoF isdefined only as signal-to-noise ratio tends to infinity, we introduce a newmetric called SpAC (number of Symbols transmitted-per-transmitAntenna-per-Channel use) for analyzing the FIA scheme. The maximum SpAC is one,and the FIA achieves any value of SpAC in the range [0,1]. The key motivationfor this work is that numerical simulations with FA signals and MD detector forfixed SpAC (=1/2, as in IA) over a set of optimization problems, likeminimizing bit error rate or maximizing the mutual information, achieves asignificantly better error rate performance when compared to the existingalgorithms that minimize mean square error or maximize signal-to-interferenceplus noise ratio.
机译:干扰对准(IA)是一种传输方案,可以为每个用户的每个发射天线实现1/2度的自由度(DoF)。由于传统的IA假设高斯信令,因此施加于该方案的约束是基于线性接收机的。但是,当发射器采用有限字母(FA)信号时,传统的IA预编码器和线性接收器都不是最佳结构。因此,当使用FA信号时,引入了一种新颖的分数干扰对准(FIA)方案,其中对准约束现在基于非线性最小距离(MD)检测器。由于DoF仅在信噪比趋于无穷大的情况下定义,因此我们引入了一种称为SpAC的新度量(用于每信道每个天线发送的符号数)来分析FIA方案。最大SpAC为1,并且FIA可以在[0,1]范围内获得任何SpAC值。这项工作的主要动机是使用FA信号和MD检测器对固定的SpAC(= 1/2,如IA中的)进行一系列优化问题的数值模拟,例如最小化误码率或最大化互信息,可以显着提高误码率性能与现有算法相比,该算法可使均方误差最小或信噪比加噪声比最大。

著录项

  • 作者

    Ram, B Hari; Giridhar, K;

  • 作者单位
  • 年度 2014
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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