Kinematic Modeling of Magnetically-Actuated Robotic Catheter in Nonlinearly-Coupled Multi-Field
Jiaole Wang, Junnan Xue, Sishen Yuan, Jiewen Tan, Shuang Song, Max Q.‐H. Meng
- Year
- 2021
- Citations
- 28
Abstract
Magnetically-actuated robotic catheter (MARC) has shown great potential in minimally-invasive surgery because they can be steered remotely and wirelessly. However, when driven by external permanent magnets (EPM), the MARC is subject to nonlinearly-coupled gravitational, magnetic, and elastic forces, simultaneously. Furthermore, the magnetic field force and moment exerted on the IPM are coupled with its pose. These factors make it difficult to calculate the shape of the MARC when controlled by EPM, thus posing a potential threat to the patients. This letter proposes an accurate kinematic model of MARC in nonlinearly-coupled multi-field formed by catheter, EPM and gravity. The proposed approach proceeds from the perspective of energy minimization. The shape of MARC can be obtained by minimizing the total potential energy. Additionally, an initial value algorithm is proposed to handle the two equilibrium states of MARC and enable fast convergence. Comparing to experimental results, we show that the proposed algorithm can effectively estimate the shape of the MARC under complexly coupled forces.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002