Angle Estimation through Millimeter Wave MIMO in 5G Systems

Cheng-Nan Hu, Alfred Tsai, Kwo-Jyr Wong, P. Lo
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引用次数: 1

Abstract

Estimating the entire channel state information (CSI) is essential for building and keeping a robust RF link between a master device and the mobile-station and base-station in a wireless transmission system. The channel sounding system can be used to evaluate the radio environment for wireless communication to take account the effect of terrain and obstacles, wireless signals propagate in multiple paths (the multipath effect). In a multipath system, the wireless channel is frequency dependent, time dependent, and position dependent. The parameters describe the channel in a multipath system [1], including direction of departure (DOD), direction of arrival (DOA), time delay, Doppler shift, and complex polarimetry path weight matrix. Generally Space-Alternating Generalized Expectation Maximization (SAGE) algorithm [2] or the Multiple Signal Classification (MUSIC) estimation algorithm [3] can be used to estimate the angle information but those methods demand a MCPU with highly computing power. To reduce the computing load, this study proposes the use of monopulse [4] tracking algorithm for angle estimation. Numerical simulation results validate the proposed method.
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5G系统中毫米波MIMO的角度估计
在无线传输系统中,估计整个信道状态信息(CSI)对于在主设备与移动站和基站之间建立和保持可靠的射频链路至关重要。信道测深系统可以用来评估无线通信的无线电环境,考虑地形和障碍物的影响,无线信号在多个路径上传播(多径效应)。在多径系统中,无线信道依赖于频率、时间和位置。这些参数描述了多径系统中的信道[1],包括出发方向(DOD)、到达方向(DOA)、时间延迟、多普勒频移和复极化路径权矩阵。通常可以使用空间交替广义期望最大化(SAGE)算法[2]或多信号分类(MUSIC)估计算法[3]来估计角度信息,但这些方法都需要具有高计算能力的微处理器。为了减少计算负荷,本研究提出使用单脉冲[4]跟踪算法进行角度估计。数值仿真结果验证了该方法的有效性。
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