Iterative MMSE Detection for Orthogonal Time Frequency Space Modulation

Qi Li, Jinhong Yuan, Hai-Hsing Lin
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引用次数: 11

Abstract

In this article, a successive interference cancellation (SIC) based minimum mean squared error (MMSE) signal detection is investigated for orthogonal time frequency space (OTFS) modulation. In this proposed detection technique, the transmit symbols will be detected on the basis of layers, and different multipath components of the same layer signal together with its interference will be coherently combined and suppressed through MMSE filtering. The performance will be further improved from an iterative operation on SIC-MMSE detection. The complexity of calculating MMSE filter coefficients can be reduced when detection is performed in the time domain due to its simpler channel structures. Simulation shows that our proposed SIC-MMSE detection can outperform maximum-ratio-combing (MRC) thanks to its inherent balances on matched filter and zero-forcing detector.
正交时频空间调制的迭代MMSE检测
本文研究了正交时频空间(OTFS)调制中基于连续干扰消除(SIC)的最小均方误差(MMSE)信号检测方法。在该检测技术中,对发射信号进行分层检测,对同一层信号的不同多径分量及其干扰进行相干组合,并通过MMSE滤波进行抑制。通过对SIC-MMSE检测的迭代操作,性能将进一步提高。由于MMSE的信道结构比较简单,在时域进行检测可以降低计算MMSE滤波器系数的复杂度。仿真结果表明,由于SIC-MMSE检测在匹配滤波器和零强迫检测器上的固有平衡,其性能优于最大比精梳(MRC)。
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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