Intel Open Wi-Fi RTT Dataset

Dataset used for "A Machine Learning Approach for Wi-Fi RTT Ranging" paper (ION ITM 2019). The dataset includes almost 30,000 Wi-Fi RTT (FTM) raw channel measurements from real-life client and access points, from an office environment. This data can be used for Time of Arrival (ToA), ranging, positioning, navigation and other types of research in Wi-Fi indoor location. The zip file includes a README file, a CSV file with the dataset and several Matlab functions to help the user plot the data and demonstrate how to estimate the range. Please see the README file for more details.本数据集用于发表于ION ITM 2019的论文《A Machine Learning Approach for Wi-Fi RTT Ranging》。该数据集包含来自真实办公环境中客户端与无线接入点的近30000条Wi-Fi RTT（FTM）原始信道测量数据。此类数据可应用于Wi-Fi室内定位领域的到达时间（Time of Arrival, ToA）估算、测距、定位、导航及其他相关研究。该压缩包内含README说明文档、一份存储数据集的CSV文件，以及若干Matlab函数，可协助用户绘制数据图表并演示距离估算的实现方法。更多细节请参阅README说明文档。

搜集汇总

背景与挑战

背景概述

该数据集包含约30,000个Wi-Fi往返时间（RTT）的原始信道测量值，来自真实办公室环境，用于支持到达时间（ToA）、测距和室内定位等研究。数据集以CSV和MATLAB格式提供，附带工具和地面真实数据，适用于机器学习在Wi-Fi定位领域的应用。