面向OTFS的低复杂度跨域OAMP检测器(特邀论文)

Haifeng Wen, W. Yuan, N. Wu, Jinming Wen
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引用次数: 1

摘要

正交时频空间(OTFS)调制是一种新兴的高移动环境下可靠通信技术。设计具有良好误差率性能的低复杂度检测器是OTFS研究的关键问题。为了解决这一问题,提出了一种低复杂度的跨域正交近似消息传递(OAMP)检测器。具体而言,利用时域有效信道矩阵的块对角特性,设计了一种低复杂度的基于奇异值分解的正交线性估计器,然后利用跨域消息传递在延迟多普勒域进行正交非线性估计。我们证明了所提出的检测器具有实现贝叶斯最优的潜力。推导了跨域OAMP探测器的状态演化过程。数值结果表明,该检测器优于经典检测器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Low-Complexity Cross-Domain OAMP Detector for OTFS: (Invited Paper)
Orthogonal time frequency space (OTFS) modulation is an emerging technique for reliable communications in high-mobility environments. Designing low-complexity detectors with good error rate performance is a critical research problem for OTFS. To address this problem, a low-complexity cross-domain orthogonal approximate message passing (OAMP) de-tector is proposed. In specific, by utilizing the block-diagonal property of the time-domain effective channel matrix, an SVD-based orthogonal linear estimator with low complexity is designed, followed by an orthogonal nonlinear estimator performed in the delay-Doppler domain with the help of the cross-domain message passing. We prove that the proposed detector has the potential to achieve Bayes optimality. The state evolution of the cross-domain OAMP detector is also derived. Numerical results show that the proposed detector outperforms classic detectors.
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