Wearable Device-Based Real-Time Monitoring of Physiological Signals: Evaluating Cognitive Load Across Different Tasks
基于可穿戴设备的生理信号实时监测：评估不同任务下的认知负荷
专题命中 EEG解码 ：EEG(abstract,abstract_cn)；分类 cs.HC
AI总结 本研究利用可穿戴技术，通过分析FP1通道脑电图和心率变异性数据，结合随机森林分类模型，实现了对中职学生认知负荷的高精度（97%）实时评估，并验证了跨任务迁移性。
Comments We are withdrawing this version as the submission was made prior to the completion of full internal coordination among all co-authors. To ensure consistency and avoid any potential misinterpretation, we have decided to withdraw the manuscript and leave it archived as a preprint record only
