Human Experience in Regulated Offices Extended (HEROx) dataset
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Synopsis: Human Experience in Regulated Offices Extended (HEROx) is a synchronized multimodal dataset capturing human physiological, environmental, and perceptual responses during controlled indoor thermal exposure experiments. The dataset includes wearable peripheral physiology, EEG, questionnaire data, and environmental monitoring, all aligned to a standardized multi-phase protocol using an authoritative session timeline. It is released to support reproducible research in human–environment interaction, thermal comfort, and multimodal time-series analysis. Experimental Conditions Colder environment exposure: Low Temperature (LT) Normal comfort environment exposure: High Temperature (HT) Instrumentation Each participant wore and was monitored by multiple sensors simultaneously: Muse S Headband - EEG sensor worn on forehead (256 Hz sampling) EmotiBit - Multi-sensor wearable on wrist (EDA/PPG/Motion: 15 Hz, Temp: 7.5 Hz) Domx Sensor - Environmental sensor placed near participant (sampled every 10 seconds) Ultrasound Sensor - Distance sensor near participant (~9.5 Hz sampling). Shared roof sensor during all sessions. Dataset Summary Participants: 26 adult participants Sessions: 50 experimental sessions Conditions: Lower Temperature (LT) and Higher Temperature (HT) Protocol phases: 15 phases per session Total phase instances: 750 Modalities: Wearable peripheral physiology (EmotiBit) Wearable EEG (Muse S) Indoor environmental monitoring (Domx, Next.Room) Ultrasound distance sensors Subjective questionnaires Outdoor environmental (weather) context
数据集概要： 受控办公环境人类体验扩展数据集（Human Experience in Regulated Offices Extended, HEROx）是一款同步多模态数据集，记录了受控室内热暴露实验中人类的生理、环境与感知响应。该数据集涵盖可穿戴外周生理数据、脑电图（Electroencephalogram, EEG）、问卷数据与环境监测数据，所有数据均基于权威的实验会话时间线，对齐至标准化多阶段实验流程。本数据集公开发布，旨在支持人机环境交互、热舒适以及多模态时序分析领域的可复现研究。 实验条件 低温环境暴露：低温（Low Temperature, LT） 常规舒适温度环境暴露：高温（High Temperature, HT） 采集装置 每名受试者同时佩戴并被多台传感器监测： Muse S头带：前额佩戴式脑电图传感器，采样率为256 Hz EmotiBit腕部多传感器可穿戴设备：可采集皮肤电活动（Electrodermal Activity, EDA）、光电容积描记图（Photoplethysmography, PPG）、运动数据（采样率15 Hz）以及温度数据（采样率7.5 Hz） Domx传感器：部署于受试者身旁的环境监测传感器，采样间隔为10秒 超声传感器：部署于受试者身旁的距离传感器，采样率约9.5 Hz；所有实验会话均共用屋顶部署的该类传感器。 数据集概况 受试者：共26名成年受试者 实验会话：共50次实验会话 实验条件：低温（LT）与高温（HT） 实验流程阶段：单次会话包含15个阶段 总阶段实例数：750 数据模态： 可穿戴外周生理数据（基于EmotiBit设备采集） 可穿戴脑电图数据（基于Muse S设备采集） 室内环境监测数据（由Domx、Next.Room设备采集） 超声距离传感器数据 主观问卷数据 室外环境（气象）背景数据
