LTE-A和IMT-A信道模型统计特性的比较

Qi Yao, Yi Yuan, A. Ghazal, Chengxiang Wang, Longyuan Luan, Xiaofeng Lu
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引用次数: 6

摘要

对于采用多输入多输出(MIMO)技术的先进无线通信系统的设计和性能评估,需要在精度和复杂度之间取得良好平衡的真实MIMO信道模型。本文比较了两种最新的标准化MIMO信道模型:LTE-A和IMT-A信道模型的统计特性。推导了两种模型的空间互关函数(CCF)、时间自相关函数(ACF)、包络平交率(LCR)、平均衰落持续时间(AFD)、功率延迟曲线(PDP)和频率相关函数(FCF)的封闭表达式。仿真结果与理论推导结果吻合较好,验证了理论结果和仿真结果的正确性。LTE-A信道模型虽然简单,但在精度方面存在较大缺陷。它只能支持高达50 MHz的系统带宽,而不是声称的100 MHz,并且只描述MIMO信道的平均时空特性。IMT-A信道模型复杂,模型参数较多,但具有较好的精度。它允许我们模拟不同MIMO信道实现的变化,并且确实可以支持高达100 MHz的系统带宽。
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Comparison of the statistical properties of the LTE-A and IMT-A channel models
For the design and performance evaluation of advanced wireless communication systems employing multiple-input multiple-output (MIMO) technologies, realistic MIMO channel models with a good tradeoff between accuracy and complexity are indispensable. This paper compares the statistical properties of the two latest standardized MIMO channel models: Long Term Evolution-Advanced (LTE-A) and IMT-Advanced (IMT-A) channel models. Closed-from expressions are derived for the spatial cross-correlation function (CCF), temporal autocorrelation function (ACF), envelope level-crossing rate (LCR), average fading duration (AFD), power delay profile (PDP), and frequency correlation function (FCF) for both models. Simulation results are provided which can match the corresponding theoretical derivations very well, demonstrating the correctness of both theoretical and simulation results. The LTE-A channel model is simple but has significant flaws in terms of the accuracy. It can only support system bandwidths up to 50 MHz, not the claimed 100 MHz, and only describes the average spatial-temporal properties of MIMO channels. The IMT-A channel model is complex with more model parameters but has better accuracy. It allows us to simulate the variations of different MIMO channel realizations and can indeed support system bandwidths up to 100 MHz.
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