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Effective capacity maximization with statistical delay and effective energy efficiency requirements

机译:通过统计延迟和有效能效要求实现有效容量最大化

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摘要

This paper presents the three-fold energy, rate and delay tradeoff in mobile multimedia fading channels. In particular, we propose a rate-efficient power allocation strategy for delay-outage limited applications with constraints on energy-per-bit consumption of the system. For this purpose, at a target delay-outage probability, the link-layer energy efficiency, referred to as effective-EE, is measured by the ratio of effective capacity (EC) and the total expenditure power, including the transmission power and the circuit power. At first, the maximum effective-EE of the channel at a target delay-outage probability is found. Then, the optimal power allocation strategy is obtained to maximize EC subject to an effective-EE constraint with the limit set at a certain ratio of the maximum achievable effective-EE of the channel. We then investigate the effect of the circuit power level on the maximum EC. Further, to set a guideline on how to choose the effective-EE limit, we obtain the transmit power level at which the rate of increasing EC (as a function of transmit power) matches a scaled rate of losing effective-EE. Analytical results show that a considerable EC-gain can be achieved with a small sacrifice in effective-EE from its maximum value. This gain increases considerably as the delay constraint becomes tight.
机译:本文提出了移动多媒体衰落信道中三倍的能量,速率和延迟权衡。尤其是,我们为受限于系统的每位能耗的延迟延迟受限应用提出了一种速率高效的功率分配策略。为此,以目标延迟中断概率,通过有效容量(EC)与包括传输功率和电路在内的总支出功率之比来测量链路层能效,称为有效EE。功率。首先,找到目标延迟中断概率下的信道最大有效EE。然后,获得最佳功率分配策略,以在受到有效EE约束的情况下最大化EC,同时将限制设置为通道的最大可实现EE的特定比率。然后,我们研究电路功率水平对最大EC的影响。此外,为了设置有关如何选择有效EE限制的指南,我们获得发射功率电平,在该电平下EC的增加速率(作为发射功率的函数)与缩放比例的有效EE速率匹配。分析结果表明,仅通过牺牲有效EE的最大值即可获得相当大的EC增益。随着延迟约束变得严格,此增益会大大增加。

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  • 作者

    Musavian, Leila; Ni, Qiang;

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  • 年度 2015
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