网络计算量压缩智慧家庭场景传感实验数据

为进行面向不同场景的网络计算量压缩算法性能评估，针对智能家居场景构建传感器数据集。通过部署传感器实现空气数据感知采集，该数据集包括空气中的二氧化碳、甲醛、总挥发性有机物、细颗粒物（PM2.5）、可吸入颗粒物（PM10）含量以及温度和湿度信息元素。To conduct performance evaluation of network computational complexity compression algorithms for diverse scenarios, a sensor dataset was constructed for the smart home scenario. Air data is sensed and collected through deployed sensors, and this dataset covers the concentrations of carbon dioxide (CO₂), formaldehyde, total volatile organic compounds (TVOCs), fine particulate matter (PM2.5), inhalable particulate matter (PM10) in the air, as well as temperature and humidity information elements.

搜集汇总

背景与挑战

背景概述

该数据集为评估网络计算量压缩算法在智能家居场景中的性能而构建，通过传感器采集空气数据，包括二氧化碳、甲醛、总挥发性有机物、PM2.5、PM10含量以及温湿度信息。数据由华为技术有限公司提供，格式为txt和docx。