A Wi-Fi Channel State Information (CSI) and Received Signal Strength (RSS) data-set for human presence and movement detection

This data-set consists of antenna-wise received signal strength (RSS) and channel state information (CSI) data. Both types of data have been captured using the Intel CSI Tools. The RSS data have been used in our paper "Detecting Human Movement from Ambient Wi-Fi Signal Strength". This release extends the README with a data dictionary for the annotations. We hope to add more information about the data acquisition process (e.g., data acquisition protocols).

本数据集包含逐天线接收信号强度（Received Signal Strength, RSS）与信道状态信息（Channel State Information, CSI）两类数据。两类数据均通过英特尔CSI工具（Intel CSI Tools）采集完成。其中RSS数据已应用于我们的论文《基于环境Wi-Fi信号强度的人体移动检测》（Detecting Human Movement from Ambient Wi-Fi Signal Strength）。本次发布更新了README文档，新增了针对标注内容的数据字典。我们期望后续能够补充更多有关数据采集流程的细节，例如数据采集协议等。

搜集汇总

背景与挑战

背景概述

该数据集是一个用于人体存在和运动检测的Wi-Fi信道状态信息(CSI)和接收信号强度(RSS)数据集，包含天线级的CSI和RSS数据，使用Intel CSI Tools捕获，总大小约28GB。数据集旨在支持设备无关感知和机器学习研究，特别适用于WiFi信号分析、运动检测和人体感知应用。