Cache-induced opportunistic MIMO cooperation: A new paradigm for future wireless content access networks

An Liu, V. Lau
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引用次数: 11

Abstract

Advanced interference mitigation techniques such as cooperative MIMO (CoMP) have been proposed to improve the spectral efficiency of future 5G wireless networks. However, conventional CoMP is quite costly because it requires high capacity backhaul for payload exchange between the BSs. In this paper, we propose a novel solution framework of cache-induced opportunistic CoMP to achieve the CoMP gain for multimedia streaming applications without expensive backhaul. Specifically, by caching a portion of the media files, the base stations (BS) opportunistically employ CoMP to transform the cross-link interference into spatial multiplexing gain. We study a mixed-timescale optimization of (short timescale) MIMO precoding and (long timescale) cache control to minimize the transmit power under the QoS constraint. By exploiting the timescale separations of the optimization variables, we derive low complexity multi-timescale solution for the MIMO precoding and cache control. The solution has significant gains over various baselines.
缓存诱导的机会性MIMO合作:未来无线内容接入网络的新范例
为了提高未来5G无线网络的频谱效率,已经提出了诸如合作MIMO (CoMP)等先进的干扰缓解技术。然而,传统的CoMP是相当昂贵的,因为它需要在BSs之间进行有效载荷交换的高容量回程。在本文中,我们提出了一种新的缓存诱导的机会性CoMP解决方案框架,以实现多媒体流应用的CoMP增益,而无需昂贵的回程。具体来说,通过缓存一部分媒体文件,基站(BS)利用CoMP将交叉链路干扰转换为空间多路复用增益。在QoS约束下,研究了(短时间尺度)MIMO预编码和(长时间尺度)缓存控制的混合时间尺度优化方法,以最大限度地降低传输功率。通过利用优化变量的时间尺度分离,我们得到了MIMO预编码和缓存控制的低复杂度多时间尺度解决方案。该解决方案在各种基线上都有显著的增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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