Energy-Aware Resource Allocation for Energy Harvesting Powered Wireless Sensor Nodes

IF 3.7 3区 计算机科学 Q2 TELECOMMUNICATIONS
Ngoc M. Ngo;Trung T. Nguyen;Phuc H. Nguyen;Van-Dinh Nguyen
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引用次数: 0

Abstract

Low harvested energy poses a significant challenge to sustaining continuous communication in energy harvesting (EH)-powered wireless sensor networks. This is mainly due to intermittent and limited power availability from radio frequency signals. In this letter, we introduce a novel energy-aware resource allocation problem aimed at enabling the asynchronous accumulate-then-transmit protocol, offering an alternative to the extensively studied harvest-then-transmit approach. Specifically, we jointly optimize power allocation and time fraction dedicated to EH to maximize the average long-term system throughput, accounting for both data and energy queue lengths. By leveraging inner approximation and network utility maximization techniques, we develop a simple yet efficient iterative algorithm that guarantees at least a local optimum and achieves long-term utility improvement. Numerical results highlight the proposed approach’s effectiveness in terms of both queue length and sustained system throughput.
能量收集供电无线传感器节点的能量感知资源分配
在能量收集(EH)驱动的无线传感器网络中,低能量收集对维持连续通信提出了重大挑战。这主要是由于无线电频率信号的间歇性和有限的电力供应。在这封信中,我们介绍了一种新的能量感知资源分配问题,旨在启用异步积累-然后传输协议,为广泛研究的收获-然后传输方法提供了一种替代方案。具体来说,我们共同优化了EH的功率分配和时间比例,以最大限度地提高系统的平均长期吞吐量,同时考虑了数据和能量队列长度。通过利用内部逼近和网络效用最大化技术,我们开发了一种简单而有效的迭代算法,该算法至少保证了局部最优并实现了长期效用的提高。数值结果显示了该方法在队列长度和持续系统吞吐量方面的有效性。
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来源期刊
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.
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