Achieving Optimal Age of Information in Discontinuous Reception Devices

IF 8.3 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Communications Pub Date : 2024-12-30 DOI:10.1109/TCOMM.2024.3524036
Hung-Chun Lin;Kuang-Hsun Lin;Hung-Yu Wei
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Abstract

The variety of low latency applications in 6G makes the issue of maintaining data freshness increasingly important. However, due to battery life limitations, User Equipment (UE) should also apply power-saving procedures, such as Discontinuous Reception (DRX), which may result in additional latency. Therefore, this paper aims to study the relationship between data freshness and power-saving performance. To capture the information freshness, we use Age of Information (AoI) as the performance metric. To the best of our knowledge, unlike previous studies that primarily focus on the trade-off between power saving and delay, this is the first study to consider the impact of DRX on the Age of Information (AoI). We have derived the closed-form solutions for both the peak-average AoI (PAoI) and time-average AoI (TAoI) under the DRX mechanism, along with their respective parameter adjustment strategies. Based on our simulation validation, these proposed strategies enable the UE to maintain the average AoI close to the theoretical lower bound while simultaneously achieving high power-saving efficiency. This positions our approach at the forefront of balancing information freshness and energy conservation in mobile and IoT networks.
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在不连续接收装置中实现最佳信息年龄
6G中各种各样的低延迟应用程序使得保持数据新鲜度的问题变得越来越重要。但是,由于电池寿命的限制,用户设备(UE)还应应用节电程序,例如可能导致额外延迟的不连续接收(DRX)。因此,本文旨在研究数据新鲜度与节能性能之间的关系。为了获取信息的新鲜度,我们使用信息年龄(Age of information, AoI)作为性能度量。据我们所知,与之前主要关注节能和延迟之间权衡的研究不同,这是第一个考虑DRX对信息时代(AoI)影响的研究。我们推导了DRX机制下峰均AoI (PAoI)和时均AoI (TAoI)的闭型解,以及它们各自的参数调整策略。基于我们的仿真验证,这些提出的策略使UE保持接近理论下界的平均AoI,同时实现高节能效率。这使我们的方法在移动和物联网网络中平衡信息新鲜度和节能方面处于领先地位。
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来源期刊
IEEE Transactions on Communications
IEEE Transactions on Communications 工程技术-电信学
CiteScore
16.10
自引率
8.40%
发文量
528
审稿时长
4.1 months
期刊介绍: The IEEE Transactions on Communications is dedicated to publishing high-quality manuscripts that showcase advancements in the state-of-the-art of telecommunications. Our scope encompasses all aspects of telecommunications, including telephone, telegraphy, facsimile, and television, facilitated by electromagnetic propagation methods such as radio, wire, aerial, underground, coaxial, and submarine cables, as well as waveguides, communication satellites, and lasers. We cover telecommunications in various settings, including marine, aeronautical, space, and fixed station services, addressing topics such as repeaters, radio relaying, signal storage, regeneration, error detection and correction, multiplexing, carrier techniques, communication switching systems, data communications, and communication theory. Join us in advancing the field of telecommunications through groundbreaking research and innovation.
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