EPIIC 航空座舱与 Batik Air 事件:航空疲劳监测对汽车 DMS 的跨领域启示 来源1:Indra EPIIC (European Pilot Interface Integrated Cockpit), €75M, 27公司/12国来源2:Batik Air A320 双飞行员同时睡着 28分钟, 2024来源3:DGCA 喜马拉雅直升机安全审计, 2023-2025来源4
Dapalm | IMS技术前沿
NVIDIA OmniDreams:世界基础模型驱动自动驾驶闭环仿真——IMS 数据合成新范式 论文标题:NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation发布:NVIDIA, arXiv:2606.03159, 2026年6月代码:https://git
军用飞行员纺织传感器生理监测:极端条件下的 ECG+呼吸信号质量评估 论文标题:Monitoring Military Pilots with Textile Sensors: Physiological Responses and Signal Quality Under Extreme Conditions作者:Annaheim, Renz, Rossi, Stier, Bron, Bauer
WiFi CSI 感知:$9 ESP32 实现无摄像头座舱感知——RuView 项目技术解读 项目:RuView (github.com/ruvnet/RuView)硬件:ESP32-S3 ($9/节点) + 可选 Cognitum Seed技术:WiFi Channel State Information (CSI) + 脉冲神经网络 + 对比学习开源:MIT Li
SAHQNN:量子神经网络检测驾驶员认知分心——生物信号+量子计算的前沿探索 论文标题:Hybrid Quantum Neural Network with Self-Attention for Automated Detection of Distraction-Induced Driver Inattention and Stress from Multimodal Wearable Bios
GazeTrack:基于正则化与空间计算的高精度眼动追踪——论文解读与 DMS 视线估计应用 论文标题:GazeTrack: High-Precision Eye Tracking Based on Regularization and Spatial Computing发表:arXiv:2511.22607, 2025年11月链接:https://arxiv.org/abs/2511.22607
LAIA 数据集:面向智能汽车的驾驶员注意力标注——论文解读与 IMS 应用启示 论文标题:The LAIA Dataset: Labelled Attention for Intelligent Automobiles作者:A. Contreras, D. Porres, R. Abad, P. Cano, G. Villalonga, A. M. López, A. Hernández-Sab
二进制接触感知坐姿识别:无需压力传感器的低成本 OOP 检测方案 论文标题:Binary Contact Sensing for Sitting Posture Recognition Without Pressure Sensors作者:Abdullah Bin Shams 等发表:arXiv:2608.01512, 2026年8月链接:https://arxiv.org/abs/2608.01