探测器
计算机科学
算法
估计员
计算复杂性理论
领域(数学分析)
频域
消息传递
最小均方误差
频道(广播)
数学
电信
统计
计算机视觉
数学分析
程序设计语言
作者
Haifeng Wen,Weijie Yuan,Nan Wu,Jinming Wen
标识
DOI:10.1109/iswcs56560.2022.9940366
摘要
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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