Energy efficient multiuser scheduling: Statistical guarantees on bursty packet loss

M. Butt, Eduard Axel Jorswieck, Amr M. Mohamed
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Abstract

In this paper, we consider energy efficient multiuser scheduling. Packet loss tolerance of the applications is exploited to minimize average system energy. There is a constraint on average packet drop rate and maximum number of packets dropped successively (bursty loss). A finite buffer size is assumed. We propose a scheme which schedules the users opportunistically according to the channel conditions, packet loss constraints and buffer size parameters. We assume imperfect channel state information at the transmitter side and analyze the scheme in large user limit using stochastic optimization techniques. First, we optimize system energy for a fixed buffer size which results in a corresponding statistical guarantee on successive packet drop. Then, we determine the minimum buffer size to achieve a target (improved) energy efficiency for the same (or better) statistical guarantee. We show that buffer size can be traded effectively to achieve system energy efficiency for target statistical guarantees on packet loss parameters.
高能效多用户调度:突发包丢失的统计保证
本文研究了一种高效节能的多用户调度问题。应用程序的丢包容忍度被用来最小化平均系统能量。对平均丢包率和最大连续丢包数(突发丢失)有一个约束。假定缓冲区大小有限。我们提出了一种根据信道条件、丢包约束和缓冲区大小参数对用户进行机会调度的方案。假设发射机侧信道状态信息不完全,采用随机优化技术对大用户限制下的方案进行了分析。首先,我们将系统能量优化为一个固定的缓冲区大小,从而对连续丢包有相应的统计保证。然后,我们确定最小缓冲区大小,以实现相同(或更好)统计保证的目标(改进的)能源效率。我们表明,缓冲区大小可以有效地交易,以实现系统能量效率的目标统计保证丢包参数。
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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