遇见数据集

CELLULAR RECEIVED SIGNAL STRENGTH INDICATOR DATASET

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Mendeley Data2024-03-27 更新2024-06-26 收录
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This data presents the Reference Signal Received power for LTE, GSM and HSPA. The Mobile signal measurement were taken around Covenant University, Nigeria. The experiment setup was on an indoor scenario. The data was collected to investigate the best network for Mobile subscribers on roaming services and local subscriber's high performance and data rates. After the experiment, Exploratory Data Analysis (EDA) was used to visualize the best Network; The data can be applied to determine the network services providing the best QoS between 4th Generation LTE/4G, 3rd generation UMTS/HSPA, and GSM. The data is vital for indoor localization applications and the mobile network provider for network optimization. The experiment was conducted between July 1 and July 30, 2020. Measurements were taken from 7:30 am to 11.00 pm. The primary device collected data at an interval of 30 minutes within the time range, while the supporting devices randomly collected data during the day

本数据集包含长期演进(LTE)、全球移动通信系统(GSM)与高速分组接入(HSPA)的参考信号接收功率(Reference Signal Received Power)数据。移动信号测量工作在尼日利亚Covenant大学周边开展,实验场景为室内环境。本次数据采集旨在两大目标:一是为漫游移动用户筛选最优移动通信网络,二是提升本地用户的通信性能与数据传输速率。实验结束后,通过探索性数据分析(Exploratory Data Analysis,EDA)对最优网络进行可视化分析。本数据集可用于在第四代长期演进/4G、第三代通用移动通信系统(UMTS)/高速分组接入(HSPA)与全球移动通信系统(GSM)之间,筛选可提供最优服务质量(QoS)的网络服务。该数据集对于室内定位应用及移动通信运营商开展网络优化工作均具有重要价值。本次实验于2020年7月1日至7月30日期间开展,测量时段为每日7:30至23:00。主采集设备在该时段内以30分钟为间隔采集数据,辅助设备则在日间随机采集数据。

创建时间:
2024-01-23
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