渐进式间路径干扰取消算法用于使用正交时频空间的通道估计
Mauro Marchese1, Henk Wymeersch2, Paolo Spallaccini3
1Department of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy.
Sensors (Basel, Switzerland)
|July 13, 2024
概括
本研究引入了对直角时频空间 (OTFS) 系统的改进的通道估计算法,通过逐步取消路径间干扰 (IPI) 来显著降低复杂性和提高准确性. 这种新方法在分数延迟多普勒 (DD) 场景中实现了卓越的性能.
科学领域:
- 无线通信无线通信
- 信号处理 信号处理
背景情况:
- 坐标时频空间 (OTFS) 调制在高多普勒环境中提供了优势.
- 在OTFS中对分数延迟多普勒 (DD) 通道的估计具有挑战性,原因是路径间干扰 (IPI).
研究的目的:
- 为OTFS系统中的分数DD场景开发一个低复杂度和准确的通道估计算法.
- 为了减少现有的IPI取消方法的计算复杂性.
主要方法:
- 建议使用延迟-多普勒路径间干扰取消 (DDIPIC) 算法的新变体.
- 在估计过程中,算法逐渐取消IPI.
- 为了减少整体复杂性,纳入了最后一个精炼步骤.
主要成果:
- 与标准DDIPIC相比,拟议的算法显示了较低的计算复杂性.
- 实现了较低的正常化平均平方误差 (NMSE).
- 观察到更好的比特错误率 (BER) 性能.
结论:
- 开发的算法为OTFS中分数DD通道估计提供了更有效的方法.
- 它有效地减轻IPI,同时保持高精度.
- 这一进步有助于更强大,更高性能的OTFS系统.
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