基于低复杂度统一近似消息传递的OTFS系统均衡

Futian Ni, M. Lei, Ming-Min Zhao, Min-Jian Zhao
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引用次数: 0

摘要

正交时频空间(OTFS)调制是一种新的二维(2D)调制技术,适用于未来高移动信道的无线通信系统。为了实现OTFS所期望的性能增益,基于酉近似消息传递(UAMP)的检测器以其鲁棒性、低复杂度和优越的性能得到了广泛的应用。然而,在更实用的波形(如矩形波形)情况下,基于uamp的检测器的复杂性很高,这阻碍了其实际实施。在这项工作中,我们提出了一种低复杂度的基于UAMP的检测器,该检测器根据时变信道的最大延迟在延迟多普勒域的最后几行插入空符号,并利用等效信道矩阵的循环特性来简化UAMP检测器的计算过程。仿真结果表明,该检测器具有与原始UAMP检测器相似的误码率性能,但复杂度大大降低。
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Low Complexity Unitary Approximate Message Passing Based Equalization for OTFS System
Orthogonal time frequency space (OTFS) modulation is a new promising two-dimensional (2D) modulation technique for future wireless communication systems over high-mobility channels. To achieve the performance gain promised by OTFS, the unitary approximate message passing (UAMP) based detector is widely used due to its robustness, low complexity and superior performance. However, the complexity of the UAMP-based detector is high in the case of more practical waveforms, such as the rectangular waveform, which hinders its practical implementation. In this work, we propose a low complexity UAMP-based detector which inserts null symbols in the last few rows of the delay-Doppler domain according to the max delay of the time-varying channel, and exploits the circulant property of the equivalent channel matrix to simplify the calculation process of the UAMP detector. Simulation results show that the proposed detector has similar bit error rate (BER) performance as compared with the original UAMP detector, but exhibits much lower complexity.
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