探索无线连接和网络性能:4G LTE 用户设备测量数据集

S.A. Garba, F. U. Ambursa, Y.S. Baguda, M.A. Shehu
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引用次数: 0

摘要

无线网络,尤其是 4G LTE 技术,彻底改变了我们通信和获取信息的方式(Dike & Iddy, 2023)。这些网络的性能和可靠性是确保无缝用户体验的关键因素,本研究中的网络运营商正是如此。然而,了解城市环境中的网络行为仍是一项具有挑战性的任务,城市环境的特点是人口密度高、移动模式多样。本文介绍了一个数据集,该数据集由一家主要 4G LTE 网络运营商在尼日利亚卡诺的 Sabon-Gari 市场收集的 4G LTE 用户设备测量数据组成。该数据集是全面数据收集工作的成果,旨在了解该城市市场环境中的无线连接和网络性能。其主要目的是向研究界分享和提供该数据集,促进移动通信技术领域的进一步研究和进步。这项工作利用一家主要的 4G LTE 网络运营商在 Sabon-Gari 市场开展了广泛的数据收集活动。在为期三周的时间里,利用 G-NetTrack Pro Android 应用程序采集了用户设备的测量数据,包括早晨和傍晚时段。其目的是通过一家主要的 4G LTE 网络运营商,为 Sabon-Gari 市场的无线连接和网络性能特征提供有价值的见解。研究人员和从业人员可利用该数据集分析网络行为、研究移动模式、调查各种因素对网络性能的影响,并开发创新解决方案以增强类似城市环境中的无线通信技术。
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Exploring wireless connectivity and network performance: A dataset of 4G LTE user equipment measurements
Wireless networks, especially 4G LTE technology, have revolutionized the way we communicate and access information (Dike & Iddy, 2023). The performance and reliability of these networks, specific to the network operator in this study, are critical factors in ensuring a seamless user experience. However, the understanding of network behavior in urban environments, characterized by high population densities and diverse mobility patterns, remains a challenging task. This paper presents a dataset comprising 4G LTE user equipment measurements collected along Sabon-Gari Market, located in Kano, Nigeria, using a major 4G LTE network operator. The dataset is the result of a comprehensive data collection effort aimed at understanding wireless connectivity and network performance within this urban market environment. The primary objective is to share and make available this dataset to the research community, fostering further investigations and advancements in the field of mobile communication technologies. The work undertook an extensive data collection campaign in Sabon-Gari Market using a major 4G LTE network operator. The G-NetTrack Pro Android application was utilized to capture user equipment measurements during a three-week period, encompassing both morning and evening periods. The aim is to provide valuable insights into the wireless connectivity and network performance characteristics of Sabon-Gari Market using a major 4G LTE network operator. Researchers and practitioners can leverage this dataset to analyze network behavior, study mobility patterns, investigate the impact of various factors on network performance, and develop innovative solutions to enhance wireless communication technologies in similar urban environments.
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