一种利用方向性能量消除的低复杂度毫米波多径信道估计算法

H. Sun, Zaixue Wei, Jianyi Yang, Nanxi Li, Dacheng Yang
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引用次数: 0

摘要

毫米波(mmWave)通信是5G网络的一种有前途的方案,因为它可以提供宽带宽。为了补偿毫米波信道的高衰减和信号吸收,大量MIMO系统被采用。然而,在这种系统中,由于高信道复杂度和有限的相干时间,信道估计是一个挑战。本文提出了一种利用方向性能量消除的低复杂度毫米波多径信道估计算法。该算法减轻了逐路估计方案中累积角度估计的误差。我们还设计了一个适合该算法的码本。仿真结果表明,在相同的训练开销下,该算法获得了更好的角度估计和频谱效率性能。
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A low complexity millimeter wave multi-path channel estimation algorithm exploiting directional energy elimination
Millimeter wave (mmWave) communication is a promising scheme for 5G networks because it can provide wide bandwidth. To compensate for the high attenuation and signal absorption of mmWave channel, the massive MIMO systems have been employed. However, in such systems, channel estimation is a challenge due to the high channel complexity and limited coherence time. This paper develops a low complexity mmWave multipath channel estimation algorithm exploiting directional energy elimination. The algorithm alleviates the cumulative angle estimation error in the path by path estimation scheme. We also design a codebook which is suitable to the proposed algorithm. Simulation results show that with the same training overhead of the previous adaptive compressed sensing based algorithm, the proposed algorithm achieves better angle estimation and spectrum efficiency performance.
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