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Shape Sensing of Variable Stiffness Soft Robots using Electrical Impedance Tomography
- Source :
- ICRA, International Conference on Robotics and Automation (ICRA)
- Publication Year :
- 2019
- Publisher :
- arXiv, 2019.
-
Abstract
- Soft robotic systems offer benefits over traditional rigid systems through reduced contact trauma with soft tissues and by enabling access through tortuous paths in minimally invasive surgery. However, the inherent deformability of soft robots places both a greater onus on accurate modelling of their shape, and greater challenges in realising intraoperative shape sensing. Herein we present a proprioceptive (self-sensing) soft actuator, with an electrically conductive working fluid. Electrical impedance measurements from up to six electrodes enabled tomographic reconstructions using Electrical Impedance Tomography (EIT). A new Frequency Division Multiplexed (FDM) EIT system was developed capable of measurements of 66 dB SNR with 20 ms temporal resolution. The concept was examined in two two-degree-of-freedom designs: a hydraulic hinged actuator and a pneumatic finger actuator with hydraulic beams. Both cases demonstrated that impedance measurements could be used to infer shape changes, and EIT images reconstructed during actuation showed distinct patterns with respect to each degree of freedom (DOF). Whilst there was some mechanical hysteresis observed, the repeatability of the measurements and resultant images was high. The results show the potential of FDM-EIT as a low-cost, low profile shape sensor in soft robots.<br />Comment: Fixed PDF conversion error. Now published in ICRA 2019, IEEE International Conference on Robotics and Automation 2019
- Subjects :
- FOS: Computer and information sciences
Technology
Materials science
cs.RO
Acoustics
0206 medical engineering
Soft robotics
02 engineering and technology
030218 nuclear medicine & medical imaging
Computer Science - Robotics
03 medical and health sciences
Automation & Control Systems
0302 clinical medicine
Electrical impedance
Electrical impedance tomography
Science & Technology
business.industry
Robotics
020601 biomedical engineering
Temporal resolution
Robot
Tomography
Artificial intelligence
Actuator
business
Robotics (cs.RO)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- ICRA, International Conference on Robotics and Automation (ICRA)
- Accession number :
- edsair.doi.dedup.....0722c3f19afe5aecbdfbde14fb9bbda7
- Full Text :
- https://doi.org/10.48550/arxiv.1904.02429