面向联合传输场景的低复杂度自适应LR-MMSE MIMO检测器

Sayed Rasool Faraji, S. M. Fakhraie, S. Sheikhaei
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引用次数: 0

摘要

在蜂窝移动网络中,蜂窝边缘用户的性能受到来自相邻蜂窝的高干扰信号的限制。近年来,在LTE-Advanced等现代蜂窝通信系统中,为了提高蜂窝边缘用户的性能,人们开始考虑采用多点协调传输技术。在CoMP场景的下行链路中,联合传输可以显著减少干扰。在该技术中,数据信号从多个小区联合传输到用户设备。然而,在该技术中,从小区到用户的MIMO信道的统计特性会影响MIMO检测器的性能,这可以用条件数来表示。分析了联合传输场景下多MIMO信道条件数,提出了一种低复杂度自适应LR-MMSE MIMO检测方案。与传统的lr辅助MIMO检测器相比,该检测方案的计算复杂度降低了36.5%以上,而其性能接近传统lr辅助MIMO检测器的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low complexity adaptive LR-MMSE MIMO detector for joint transmission scenarios
In cellular mobile networks, the performance of cell-edge users is limited by high interference signal from neighboring cells. Recently, in modern cellular communication systems, such as LTE-Advanced, the Coordinated Multi-Point Transmission technology is considered to improve the cell-edge users performance. In downlink of a CoMP scenario, the joint transmission can significantly reduce the interference. In this technique, the data signal is jointly transmitted from multiple-cell to the user equipment. However, in this technique the statistical properties of MIMO channel from the cells to the user affect the performance of MIMO detector, which can be expressed by the condition number. This paper presents an analysis of condition number of multiple MIMO channel in joint transmission scenario and proposes a low complexity adaptive LR-MMSE MIMO detection scheme. The computational complexity of proposed detection scheme is reduced by more than 36.5% in comparison to conventional LR-aided detector, while its performance is close to the performance of conventional LR-aided MIMO detector.
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