Throughput Maximization with Optimum Energy Allocation for ARQ Retransmission Protocol

Leila Nasraoui, L. N. Atallah, M. Siala
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引用次数: 3

Abstract

The rapid growth of mobile and wireless data services has spurred the requirement of the future 5G network for a very high throughput efficiency. In this paper, we investigate throughput maximization via optimized energy allocation and Automatic Repeat reQuest (ARQ) retransmission protocol. Using default energy allocation showed an inefficiency in average consumed energy throughout all retransmission attempts carried out to succeed an error-free packet reception. To overcome this limitation, we here suggest a judicious allotment of the available energy budget along transmission attempts (first transmission and potential retransmission) while keeping the total energy cost steady for each transmitted packet. For a given Signal to Noise Ratio (SNR), the optimal distribution of total available energy along all transmission attempts is determined through a Genetic Algorithm based search that exploits the throughput efficiency as a fitness function. Numerical results demonstrate the efficiency of the proposed strategy in terms of maximizing the average throughput efficiency and accordingly reveal the improvement in reducing the probability of packet erasure as well as the number of required transmissions to achieve high throughput.
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基于最佳能量分配的ARQ重传协议吞吐量最大化
移动和无线数据业务的快速增长刺激了未来5G网络对极高吞吐量效率的要求。在本文中,我们研究了通过优化能量分配和自动重复请求(ARQ)重传协议来实现吞吐量最大化。使用默认能量分配显示,在所有重传尝试中平均消耗的能量效率低下,以成功实现无错误的数据包接收。为了克服这一限制,我们建议在保持每个传输包的总能量成本稳定的同时,明智地分配传输尝试(第一次传输和潜在的重传)的可用能量预算。对于给定的信噪比(SNR),通过基于遗传算法的搜索确定所有传输尝试中总可用能量的最佳分布,该搜索利用吞吐量效率作为适应度函数。数值结果证明了该策略在最大化平均吞吐量效率方面的有效性,并相应地揭示了在降低数据包擦除概率和实现高吞吐量所需传输次数方面的改进。
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