Freshness-in-air: An AoI-inspired UAV-assisted wireless sensor networks

IF 4.1 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Chathuranga M. Wijerathna Basnayaka, Dushantha Nalin K. Jayakody, Marko Beko
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引用次数: 0

Abstract

The Age-of-Information (AoI) metric has emerged as a performance measurement metric for evaluating time-sensitive wireless communications systems. Maintaining the freshness and reliability of data is critical in time-critical wireless networks, where outdated information can have significant consequences. Moreover, short packet transmissions are used in wireless sensor networks (WSNs) to maintain energy efficiency and low latency. This paper proposes a theoretical model that utilizes the AoI metric and finite block length information theory to estimate information freshness in an unmanned aerial vehicle (UAV)-assisted WSN. This network includes multiple sensing nodes and relies on short-packet communication for transmission. In this paper, closed-form expressions for average AoI (AAoI) and the block error rate are derived. Furthermore, the optimal altitude and block length that ensures the freshness of received information at the destination is determined. The results of the analysis provide valuable insights into the performance characteristics of UAV-assisted WSNs and have important implications for the design and optimization of such systems.
空中保鲜:受 AoI 启发的无人机辅助无线传感器网络
信息年龄(AoI)指标已成为评估时间敏感型无线通信系统的性能测量指标。在时间紧迫的无线网络中,保持数据的新鲜度和可靠性至关重要,因为过时的信息可能会造成严重后果。此外,无线传感器网络(WSN)中使用短数据包传输来保持能效和低延迟。本文提出了一个理论模型,利用 AoI 指标和有限块长信息理论来估计无人机(UAV)辅助 WSN 中的信息新鲜度。该网络包括多个传感节点,依靠短包通信进行传输。本文推导出了平均 AoI(AAoI)和块误差率的闭式表达式。此外,还确定了确保目的地接收信息新鲜度的最佳高度和块长度。分析结果为了解无人机辅助 WSN 的性能特征提供了宝贵的见解,对此类系统的设计和优化具有重要意义。
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来源期刊
ICT Express
ICT Express Multiple-
CiteScore
10.20
自引率
1.90%
发文量
167
审稿时长
35 weeks
期刊介绍: The ICT Express journal published by the Korean Institute of Communications and Information Sciences (KICS) is an international, peer-reviewed research publication covering all aspects of information and communication technology. The journal aims to publish research that helps advance the theoretical and practical understanding of ICT convergence, platform technologies, communication networks, and device technologies. The technology advancement in information and communication technology (ICT) sector enables portable devices to be always connected while supporting high data rate, resulting in the recent popularity of smartphones that have a considerable impact in economic and social development.
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