5G大规模MIMO系统的高效、低复杂度上行检测

Robin Chataut, R. Akl
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引用次数: 14

摘要

海量多输入多输出是近年来提出的最具发展前景的技术,被认为是满足第五代网络需求的技术。尽管该技术有许多优点,但它也必须克服一些挑战,其中一个主要挑战是基站的信号检测,随着天线数量的增加,基站的信号检测变得越来越复杂。传统的MIMO检测方法在大规模MIMO系统中计算非常复杂且效率低下。因此,需要合适的检测方法,使这些系统具有良好的误码率性能和较低的复杂度。在本文中,我们提出了一种更有效且计算复杂度更低的大规模MIMO系统检测算法。MATLAB仿真结果表明,该方法在计算复杂度和误码率性能之间取得了很好的平衡,对于大规模MIMO系统的检测是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient and low complex uplink detection for 5G massive MIMO systems
Massive Multiple Input Multiple Output is most promising technology that has been proposed in recent years, and it has been considered a technology to fulfill the requirement of fifth generation network. Even though this technology has many advantages, it must surpass certain challenges as well, and one of the major challenge is signal detection at the base station which becomes more complex with an increased number of antennas. Conventional methods that are used in MIMO detection are computationally very complex and inefficient to use in Massive MIMO system. So, there is a need for suitable detection method for these systems to have good bit error rate performance with lower complexity. In this paper, we propose a more efficient and computationally less complex algorithm for detection of Massive MIMO systems. Results through MATLAB simulations show that our proposed method provides a good tradeoff between computational complexity and BER performance and it is efficient for detection of Massive MIMO systems.
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