An Ultra-fast Intrinsic Contact Sensing Method for Medical Instruments with Arbitrary Shape
文献类型:期刊论文
作者 | Guanglin, Cao1,3,4; Mingcong, Chen3,4; Jian, Hu3,4![]() ![]() |
刊名 | IEEE Robotics and Automation Letters
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出版日期 | 2023 |
页码 | 6955 - 6962 |
英文摘要 | Intraoperative contact sensing has the potential to reduce the risk of surgical errors and enhance manipulation capabilities for medical robots, particularly in contact force control. Current intrinsic force sensing (IFS) methods are limited in application to medical instruments with arbitrary shape, due to high computational time and reliance on surface equations. This study presents an ultra-fast IFS method that uses multiple planes to establish surface geometry descriptions. The method can reduce high-order contact mechanical models that need to be solved iteratively to a set of linear equations, and calculate contact location analytically. In addition, a robot motion control approach based on the contact sensing method is proposed to maintain stable contact force and regulate the probe's orientation for robotic ultrasound systems (RUSS). Experimental results show that the contact sensing method is robust to friction and can achieve a mean ( ± SD) displacement error of 1.04 ± 0.43 mm in contact location with computational time less than 1 ms. The system has been evaluated on a phantom with sinusoidal motion. To the best of our knowledge, this is the first study to validate adaptiveness of RUSS under dynamic conditions. The results demonstrated that the system exhibits comparable manipulation capabilities to human operators with only force sensing, indicating a high level of adaptiveness. |
源URL | [http://ir.ia.ac.cn/handle/173211/57349] ![]() |
专题 | 智能微创医疗技术团队 |
作者单位 | 1.School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China 2.School of Biomedical Engineering and Imaging Sciences, King’s College London, SE1 7EU London, U.K. 3.State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China 4.Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science and Innovation, Chinese Academy of Sciences, Hong Kong |
推荐引用方式 GB/T 7714 | Guanglin, Cao,Mingcong, Chen,Jian, Hu,et al. An Ultra-fast Intrinsic Contact Sensing Method for Medical Instruments with Arbitrary Shape[J]. IEEE Robotics and Automation Letters,2023:6955 - 6962. |
APA | Guanglin, Cao,Mingcong, Chen,Jian, Hu,&Hongbin, Liu.(2023).An Ultra-fast Intrinsic Contact Sensing Method for Medical Instruments with Arbitrary Shape.IEEE Robotics and Automation Letters,6955 - 6962. |
MLA | Guanglin, Cao,et al."An Ultra-fast Intrinsic Contact Sensing Method for Medical Instruments with Arbitrary Shape".IEEE Robotics and Automation Letters (2023):6955 - 6962. |
入库方式: OAI收割
来源:自动化研究所
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