共享信道中基于信息时代的调度算法,具有能量和链路容量限制

IF 2.1 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Wireless Networks Pub Date : 2024-04-29 DOI:10.1007/s11276-024-03740-2
Wei Hao, Chen Hou
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引用次数: 0

摘要

对于数据采集系统来说,合理分配每个源节点的链路容量以便基站能接收到新鲜数据是非常重要的。近年来,出现了一种称为信息年龄(AoI)的指标来衡量接收信息的新鲜程度。在本文中,我们建立了一个模型,在该模型中,多个异构源节点通过一个共享的容量受限信道向基站传输样本。然后,以最小化数据采集系统中的平均加权 AoI 为目标,我们提出了一种策略,即每个源节点都有两个缓冲区,分别用于存储最新的部分传输样本和完整的最新采集样本。我们建立了两个缓冲区的 AoI 模型、样本传输模型和能耗模型,并在此策略下设计了一种调度算法双缓冲区策略算法。最后,通过仿真将提出的算法与其他四种调度算法进行了比较。结果表明,就平均加权 AoI 而言,所提算法的性能优于它们。
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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An age of information based scheduling algorithm in a shared channel with energy and link capacity constraints

For data collection systems, it is important to rationally allocate link capacity to each source node so that the base station can receive fresh data. In recent years, a metric called age of information (AoI) has appeared to measure the freshness of the received information. In this paper, we build a model in which multiple heterogeneous source nodes with energy constraints transmit samples to a base station via a shared capacity-constrained channel. Then, with the objective of minimizing average weighted AoI in data collection systems, we propose a strategy where each source node has two buffers to store its latest partially transmitted sample and its complete latest collected sample, respectively. We establish the AoI model, sample transmission model and energy consumption model for the two buffers, and design a scheduling algorithm two-buffers strategy algorithm in this strategy. Finally, the proposed algorithm has been compared with the other four scheduling algorithms by simulation. The results show that the proposed algorithm performs better than them in terms of the average weighted AoI.

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来源期刊
Wireless Networks
Wireless Networks 工程技术-电信学
CiteScore
7.70
自引率
3.30%
发文量
314
审稿时长
5.5 months
期刊介绍: The wireless communication revolution is bringing fundamental changes to data networking, telecommunication, and is making integrated networks a reality. By freeing the user from the cord, personal communications networks, wireless LAN''s, mobile radio networks and cellular systems, harbor the promise of fully distributed mobile computing and communications, any time, anywhere. Focusing on the networking and user aspects of the field, Wireless Networks provides a global forum for archival value contributions documenting these fast growing areas of interest. The journal publishes refereed articles dealing with research, experience and management issues of wireless networks. Its aim is to allow the reader to benefit from experience, problems and solutions described.
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