Constructive Interference Precoding for Reliable Non-Orthogonal IoT Signaling

T. Xu, Fan Liu, Ang Li, C. Masouros, I. Darwazeh
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引用次数: 8

Abstract

Efficient signal waveform design is paving the way to next generation Internet of Things (NG-IoT) communications. Non-orthogonal spectrally efficient frequency division multiplexing (SEFDM) waveform brings bandwidth saving advantages but at the cost of complex signal processing in IoT devices. Power efficiency is the main concern in IoT applications since IoT devices have limited battery life and cannot easily recharge after deployment. Therefore, signal processing in each IoT device should be as simple as possible. Precoding is applied as the strategy at transmitters to pre-cancel the self-created inter carrier interference (ICI) caused by the non-orthogonal sub-carrier packing, and to facilitate low-complexity IoT receivers. However, the typical zero forcing (ZF) precoding results in performance degradation due to the ill-conditioned precoding matrix. To achieve reliable communications using SEFDM signals, a robust constructive interference (CI) precoding method is employed, which constructively converts interference power to useful signal power. Thus, signal-to-noise ratio (SNR) is effectively improved leading to better performance than ZF precoding. This work initially studies the performance of precoding methods in simulation. Furthermore, the CI precoding is practically tested over-the-air on a multi-user multiple input multiple output (MIMO)-SEFDM software defined radio NG-IoT platform.
可靠非正交物联网信令的建设性干扰预编码
高效的信号波形设计为下一代物联网(NG-IoT)通信铺平了道路。非正交频谱高效频分复用(SEFDM)波形在物联网设备中具有节省带宽的优点,但代价是信号处理复杂。功率效率是物联网应用的主要关注点,因为物联网设备的电池寿命有限,并且在部署后不易充电。因此,每个物联网设备中的信号处理应尽可能简单。在发送端采用预编码策略,预消除由非正交子载波封装引起的自生载波间干扰(ICI),方便低复杂度的物联网接收器。然而,典型的零强迫(ZF)预编码由于预编码矩阵的病态导致性能下降。为了实现SEFDM信号的可靠通信,采用了鲁棒的建设性干扰(CI)预编码方法,将干扰功率建设性地转换为有用的信号功率。因此,有效地提高了信噪比(SNR),从而获得比ZF预编码更好的性能。本工作初步研究了预编码方法在仿真中的性能。此外,CI预编码在多用户多输入多输出(MIMO)-SEFDM软件定义的无线NG-IoT平台上进行了实际测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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