Power-Delay Tradeoff Improvement with Adaptive Modulation Scheme under Practical Power Model

Yan Chen, Shunqing Zhang, Shugong Xu
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Abstract

In this paper, we focus on the power-delay tradeoff for downlink transmission systems. In particular, we target to design the adaptive modulation scheme that achieves the optimal power-delay tradeoff under practical concerns, such as the practical power consumption model of a base station and the dynamics of user traffic. The optimal modulation level selection problem is formulated in a Markov decision problem and a cross-layer approach is adopted to take both queue and channel dynamics into consideration. Simulation results show that the proposed policy achieves about 20% power saving for the same delay performance, compared with fixed modulation level schemes. In addition, the impact of the practical power consumption model under dynamic traffic does change the optimal modulation level selection philosophy.
实用功率模型下自适应调制方案的功率延迟权衡改进
本文主要研究下行传输系统的功率延迟权衡问题。特别是,我们的目标是设计自适应调制方案,以实现在实际问题下的最佳功率延迟权衡,例如基站的实际功耗模型和用户流量的动态。将最优调制电平选择问题表述为马尔可夫决策问题,并采用了考虑队列和信道动态的跨层方法。仿真结果表明,在相同的延迟性能下,与固定调制电平方案相比,该策略可节省约20%的功耗。此外,动态通信量下实际功耗模型的影响确实改变了最优调制电平选择理念。
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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