In this paper, we investigate the impact of channel aging on the uplink performance of a cell-free~(CF) massive multiple-input multiple-output (mMIMO) system with a minimum mean squared error (MMSE) receiver. To this end, we present a new model for the temporal evolution of the channel, which allows the channel to age at different rates at different access points (APs). Under this setting, we derive the deterministic equivalent of the per-user achievable signal-to-interference-plus-noise ratio (SINR). In addition to validating the theoretical expressions, our simulation results reveal that, {at low user mobilities,} the SINR of CF-mMIMO is nearly 5 dB higher than its cellular counterpart with the same number of antennas, and about 8 dB higher than that of an equivalent small-cell network with the same number of APs. {On the other hand, at very high user velocities, and when the channel between the UEs the different APs age at same rate, the relative impact of aging is higher for CF-mMIMO compared to cellular mMIMO. However, when the channel ages at the different APs with different rates, the effect of aging on CF-mMIMO is marginally mitigated, especially for larger frame durations.
翻译:在本文中,我们调查了频道老化对无细胞-(CF)大规模多投入多输出(MMIMO)系统上行效果的影响,该系统有一个最小平均正方差接收器。为此,我们提出了频道时间演变的新模式,允许频道在不同接入点以不同速度老化。在此背景下,我们得出了每个用户可达到的信号到干涉+噪音比率的确定等值。除了验证理论表达方式外,我们的模拟结果表明,{用户流动率低}CFMMIMIM的SINR比其细胞对应方高出近5 dB,天线数量相同,大约8 dB高于等量小细胞网络在不同接入点老化的速度。 {另一方面,在用户速度非常高的情况下,当UE以相同的速度在不同的APs年龄之间的频道之间,我们的模拟结果表明,CFMMIM的相对影响比其细胞对应方高出5 dB。 然而,对于AS-MM的低位速度,对于AS-MI的频率比,对于AS-M的低位比例比,对AS-M的年的不同水平影响更大。