An SCMA-based uplink inter-cell interference cancellation technique for 5G wireless systems

Yi Li, Xianfu Lei, P. Fan, Dageng Chen
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引用次数: 9

Abstract

In future 5G wireless networks, inter-cell interference (ICI) is perceived as one of the most critical performance bottlenecks. Traditionally, the interference is treated as an additional source of noise, recent advances in information theory show that interference is not necessarily an opponent, but might be decoded and cancelled to obtain a larger capacity region. In this paper, a sparse code multiple access (SCMA) based uplink ICI cancellation technique is proposed to enhance the performance of the cell-edge users by jointly decoding the desired signal and the interference signal at the base stations. Unlike the orthogonal transmission schemes such as fractional frequency reuse in 4G, the proposed non-orthogonal SCMA-based scheme allows several cell-edge users to share the same time-frequency resource blocks (RBs). The sparse codewords are designed to make each user spread its data on a small set of RBs to achieve frequency and interference diversity, and make the near-optimal detection feasible with moderate complexity through iterative message passing algorithm (MPA). Then an open-loop MIMO transmission scheme which combines SCMA with Alamouti code is proposed to achieve full space-time-frequency diversity. Simulation results show that when there is no correlation among resource blocks and the antenna configuration is 1×1, the proposed SCMA-based scheme has about 2dB gain for uplink cell-edge users in multi-cell scenario compared with the FFR-based ICI coordination scheme in LTE networks. The gain becomes larger when combined with the existing MIMO technique. In addition, the SCMA-based scheme is also proved to be more robust to the burst interference.
基于scma的5G无线系统上行小区间干扰消除技术
在未来的5G无线网络中,小区间干扰(ICI)被认为是最关键的性能瓶颈之一。传统上,干扰被视为额外的噪声源,最近信息理论的进展表明,干扰不一定是对手,但可以解码和取消以获得更大的容量区域。本文提出了一种基于稀疏码多址(SCMA)的上行信道ICI对消技术,通过对基站的期望信号和干扰信号进行联合解码来提高蜂窝边缘用户的性能。与4G中的分数频率复用等正交传输方案不同,本文提出的基于非正交scma的方案允许多个蜂窝边缘用户共享相同的时频资源块(RBs)。稀疏码字的目的是使每个用户将其数据分散在一个小的RBs集合上,实现频率和干扰的分集,并通过迭代消息传递算法(MPA)使近最优检测在中等复杂度下可行。然后提出了一种将SCMA和Alamouti码相结合的开环MIMO传输方案,实现了完全的空时频分集。仿真结果表明,当资源块之间不存在相关性且天线配置为1×1时,与LTE网络中基于ffr的ICI协调方案相比,所提出的基于scma的多小区场景下上行小区边缘用户增益约为2dB。当与现有的MIMO技术结合使用时,增益会变得更大。此外,基于scma的方案对突发干扰具有更强的鲁棒性。
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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