Performance Evaluation of Channel Estimation Methods for 5G NR Uplink Control Channel in the Scenario of Low Signal-to-Noise Ratios

T. H. Phuoc Nguyen, Huynh Nguyen, Bang Khuc
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Abstract

This study evaluated the performance of various channel estimation techniques for the physical uplink control channel, which plays a crucial role in the state-of-the-art telecommunication 5G NR technology. We considered the conventional least-square (LS), DFT-based LS, moving-average LS, and minimum-mean-square-error (MMSE) algorithms with various receive antennas numbers (2Rx, 16Rx, and 32Rx) in relatively low signal-to-noise ratio. A simulation model was developed for block error rate (BLER) evaluation of two test cases with Reed-Muller and Polar codes. Simulation results show that the MMSE algorithm provides the best performance for all considered receive antennas numbers. However, the moving-average LS algorithm should be a suitable choice since it provides a good trade-off between performance and complexity. Finally, it is shown that the energy efficiency of the system can be significantly increased by 12–14 dB when using 32Rx instead of 2Rx. The results in this paper can provide specific system-oriented information for designing and implementing 5G NR systems.
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低信噪比场景下5G NR上行控制信道估计方法性能评估
本研究评估了物理上行控制信道的各种信道估计技术的性能,这在最先进的电信5G NR技术中起着至关重要的作用。我们考虑了传统的最小二乘(LS)、基于dft的LS、移动平均LS和最小均方误差(MMSE)算法,这些算法具有不同的接收天线数(2Rx、16Rx和32Rx),信噪比相对较低。建立了Reed-Muller码和Polar码两个测试用例的块错误率评估仿真模型。仿真结果表明,对于所有考虑的接收天线数,MMSE算法都能提供最佳的性能。然而,移动平均LS算法应该是一个合适的选择,因为它提供了性能和复杂性之间的良好权衡。最后,研究表明,当使用32Rx代替2Rx时,系统的能量效率可以显著提高12-14 dB。本文的研究结果可以为5G NR系统的设计和实现提供具体的面向系统的信息。
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