RSRPSet: the dataset of the 16th CPGMCM

All data used for model evaluation and training are from the 16th Chinese National Graduate Mathematical Contest in Modeling (CNGMCM). The dataset is measured by HUAWEI TECHNOLOGIES CO., LTD, which includes engineering parameter data, map data and RSRP label data of multiple communities. And the dataset used in this letter is from the public dataset of CNGMCM, which is sponsored by the Ministry of Education's Degree and Graduate Education Development Center. The purpose of building the dataset is to find the mapping model between engineering parameters, geographical environment and RSRP, so as to quickly predict the RSRP value of a specific geographical location in the new environment.ATTENTION: This is Not the orginal dataset of CNGMCM. The data have beenpreprocessed according to the requested privacy rules.P.S.: Sorry for updating introduction and analysis of this dataset late, because I am bothered from the COVID-19in our city. I have removed some infomation about this dataset since Privacy Requirements of a paper submitted.本模型训练与评估所用全部数据均来自第16届中国全国研究生数学建模竞赛（Chinese National Graduate Mathematical Contest in Modeling，CNGMCM）。 该数据集由华为技术有限公司（HUAWEI TECHNOLOGIES CO., LTD）采集，包含多小区的工程参数数据、地图数据以及参考信号接收功率（Reference Signal Received Power，RSRP）标签数据。本文所用数据集取自CNGMCM公开数据集，该数据集由教育部学位与研究生教育发展中心资助。构建该数据集的目的在于建立工程参数、地理环境与参考信号接收功率之间的映射模型，从而实现对新环境中特定地理位置的参考信号接收功率值进行快速预测。 注意：本数据集并非CNGMCM的原始数据集，已按照相关隐私要求完成预处理。 附言：因本市受新冠疫情困扰，本人未能及时更新本数据集的介绍与分析内容，深表歉意。此外，因投稿论文的隐私要求，本人已移除本数据集的部分相关信息。

搜集汇总

背景与挑战

背景概述

RSRPSet数据集来源于第16届中国研究生数学建模竞赛，由华为技术有限公司测量，包含工程参数、地图和RSRP标签数据，旨在建立参数、环境与RSRP的映射模型以进行预测。数据集已根据隐私规则预处理，提供15维特征，并以.pickle格式发布，支持Python 3.5.2及以上版本，用于相关研究论文。其特点包括数据来源权威、目标明确，并经过优化以提高使用便利性。