论文标题

OTFS调制的混合图和PIC检测

Hybrid MAP and PIC Detection for OTFS Modulation

论文作者

Li, Shuangyang, Yuan, Weijie, Wei, Zhiqiang, Yuan, Jinhong, Bai, Baoming, Ng, Derrick Wing Kwan, Xie, Yixuan

论文摘要

正交时间频率空间(OTFS)调制最近引起了极大的关注,因为它在高弹性场景中提供可靠的通信潜力。在本文中,我们提出了一种用于OTFS调制的新型混合信号检测算法。通过表征OTFS调制的输入输出关系,我们得出了OTFS调制的近乎最佳符号的最大符号(MAP)检测算法,该算法旨在根据相应的相关接收符号提取每个传输符号的信息。此外,为了降低检测复杂性,我们提出了一个分区规则,该规则将相关接收的符号分隔为两个子集,以根据相应的路径收益来检测每个传输符号。然后,我们引入了一种混合检测算法,以利用每个子集的功率差异,其中地图检测将以较大的通道增益应用于子集,而平行干扰取消(PIC)检测则以较小的通道获取应用于子集。仿真结果表明,所提出的算法不仅可以接近近乎最佳符号的示意图算法的性能,而且与现有算法相比,还提供了可观的性能增长。

Orthogonal time frequency space (OTFS) modulation has attracted substantial attention recently due to its great potential of providing reliable communications in high-mobility scenarios. In this paper, we propose a novel hybrid signal detection algorithm for OTFS modulation. By characterizing the input-output relationship of OTFS modulation, we derive the near-optimal symbol-wise maximum a posteriori (MAP) detection algorithm for OTFS modulation, which aims to extract the information of each transmitted symbol based on the corresponding related received symbols. Furthermore, in order to reduce the detection complexity, we propose a partitioning rule that separates the related received symbols into two subsets for detecting each transmitted symbol, according to the corresponding path gains. We then introduce a hybrid detection algorithm to exploit the power discrepancy of each subset, where the MAP detection is applied to the subset with larger channel gains, while the parallel interference cancellation (PIC) detection is applied to the subset with smaller channel gains. Simulation results show that the proposed algorithms can not only approach the performance of the near-optimal symbol-wise MAP algorithms, but also offer a substantial performance gain compared with existing algorithms.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源