Wireless sensing dataset for human activity recognition (HAR)

<strong>This dataset consists of WiFi Channel State Information (CSI) and Ultra-Wideband (UWB) Channel Impulse Response (CIR) data collected for human activity recognition (wireless sensing of human activities).</strong> The main dataset folder "<strong>Wireless_sensing_human_activity_recognition</strong>" consists of 2 subfolders: (1) "<strong>WiFi_CSI</strong>" - containing WiFi channel state information (CSI) data collected across 3 rooms (2) "<strong>UWB</strong>" - containing Ultra-Wideband (UWB) channel impulse response (CIR) data collected in one room. <br> (1) The "<strong>WiFi_CSI</strong>" folder contains the following subfolders: (i) Room_1 (ii) Room_2 (iii) Room_3 <br> (2) The "<strong>UWB</strong>" folder contains no subfolders. <br> The interested user is kindly referred to the "readme.txt" file for more informtion on the dataset in terms of directory details, equipment and parameters used, experimental setup, detailed description of each file, human activities performed, etc.

本数据集包含用于人体活动识别（人体活动无线感知）的WiFi信道状态信息（Channel State Information, CSI）与超宽带（Ultra-Wideband, UWB）信道冲激响应（Channel Impulse Response, CIR）数据。主数据集文件夹"Wireless_sensing_human_activity_recognition"包含2个子文件夹：(1) "WiFi_CSI"——存储于3个房间内采集的WiFi信道状态信息数据；(2) "UWB"——存储于1个房间内采集的超宽带信道冲激响应数据。
(1) "WiFi_CSI"文件夹包含如下子文件夹：(i) Room_1、(ii) Room_2、(iii) Room_3
(2) "UWB"文件夹无任何子文件夹。
感兴趣的用户可参阅"readme.txt"文件，以获取该数据集的更多详细信息，包括目录结构、所用设备与参数、实验设置、各文件的详细说明以及所开展的人体活动类型等。