RoboMNIST: A Multimodal Dataset for Multi-Robot Activity Recognition Using WiFi Sensing, Video, and Audio

This dataset is designed for multi-robot activity recognition (MRAR) and integrates data from two Franka Emika robotic arms using three modalities: WiFi channel state information (CSI), video, and audio. The dataset includes synchronized data from three cameras, three WiFi sniffers, and three microp...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Kian Behzad (19320958) (author)
مؤلفون آخرون: Rojin Zandi (19362643) (author), Elaheh Motamedi (9230906) (author), Hojjat Salehinejad (19362646) (author), Milad Siami (19362637) (author)
منشور في: 2025
الموضوعات:
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الوصف
الملخص:This dataset is designed for multi-robot activity recognition (MRAR) and integrates data from two Franka Emika robotic arms using three modalities: WiFi channel state information (CSI), video, and audio. The dataset includes synchronized data from three cameras, three WiFi sniffers, and three microphones, offering a rich multimodal resource for enhancing robotic perception, decision-making, and autonomous operations in dynamic environments.