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  4. Polynomial Curvature Model for IMU-Based Proprioception in Soft Robotic Manipulators Under External Forces
 
conference paper

Polynomial Curvature Model for IMU-Based Proprioception in Soft Robotic Manipulators Under External Forces

Pei, Guanran  
•
Hughes, Josie  
April 22, 2025
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)

Due to its structural flexibility and compliance in motion, the soft manipulator shows significant potential and application prospects in robot-human and environment interaction fields. However, its theoretically infinite degrees of freedom in deformation pose challenges for modeling and sensing under external forces. Traditional piecewise constant curvature models, while effective for configuration modeling of soft manipulators, can deviate from actual deformations under complex external forces in unstructured environments. This study generalizes and extends the piecewise polynomial curvature model to 3D and proposes a soft manipulator configuration reconstruction method based on IMU sensing and the polynomial curvature model. Compared to traditional piecewise constant curvature-based methods, this approach not only achieves higher reconstruction accuracy but also effectively captures continuous curvature variations of the soft robot. This provides an excellent solution for deformation sensing of soft robots under complex external forces.

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Type
conference paper
DOI
10.1109/robosoft63089.2025.11020862
Author(s)
Pei, Guanran  

EPFL

Hughes, Josie  

EPFL

Date Issued

2025-04-22

Publisher

IEEE

Published in
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)
DOI of the book
10.1109/RoboSoft63089.2025
Start page

1

End page

7

Subjects

Deformable models

•

Solid modeling

•

Three-dimensional displays

•

Deformation

•

Soft robotics

•

Reconstruction algorithms

•

Robot sensing systems

•

Manipulators

•

Polynomials

•

Sensors

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CREATE-LAB  
Event nameEvent acronymEvent placeEvent date
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)

Lausanne, Switzerland

2025-04-22 - 2025-04-26

Available on Infoscience
June 6, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/251112
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