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Neuromorphic Perception and Local Multimodal Haptic Feedback Based Immersive Teleoperation

  • Cong Li*
  • , Junrong Pan
  • , Shengbo Wang
  • , Zihe Zhao
  • , Shuo Gao
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The integration of teleoperating robots with the Internet of Things (IoT) presents opportunities in fields like remote healthcare and semi-mechanical control. However, the incompleteness of sensory feedback can lead to operator fatigue, and latency may result in danger at the execution end when manipulating sharp objects. This study introduces a closed-loop teleoperation system leveraging multisensory fusion, visual, and haptic feedback and neuromorphic perception to mitigate this issue. At the control end, real-time control is achieved through cellular modules (delay < 71ms and position tracking RMS < 7mm) and we integrate multimodal feedback to reduce operator fatigue, including visual, vibration, temperature, and electrical stimulation. Feedback from ten volunteers grasping four objects reveals a reduction in mental fatigue (42% on average) and physical fatigue (32% on average) and higher immersion. At the remote end, we use piezoresistive films and negative temperature coefficient sensors to detect force and temperature, respectively, and RGB-D cameras to capture images and depth information. Meanwhile, a neuromorphic perception system is deployed at the remote end to rapidly process unexpected events, achieving pain reflex (haptic enhanced to 500%) and slip detection (with a response time of 1 ms). These findings demonstrate the system's potential to improve user experience and operational efficiency in remote healthcare and industry.

源语言英语
主期刊名ISCAS 2025 - IEEE International Symposium on Circuits and Systems, Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350356830
DOI
出版状态已出版 - 2025
活动2025 IEEE International Symposium on Circuits and Systems, ISCAS 2025 - London, 英国
期限: 25 5月 202528 5月 2025

出版系列

姓名Proceedings - IEEE International Symposium on Circuits and Systems
ISSN(印刷版)0271-4310

会议

会议2025 IEEE International Symposium on Circuits and Systems, ISCAS 2025
国家/地区英国
London
时期25/05/2528/05/25

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