Evaluation of Different Control Strategies for Trajectory Following of a Robotic Capsule Endoscope Under Rotating Magnetic Actuation

Xu, Yangxin1; Li, Keyu2; Zhao, Ziqi3; Meng, Max Q-H3,4

2022-08-01

10.1109/TASE.2022.3197442

IEEE Transactions on Automation Science and Engineering   影响因子和分区

1545-5955

1558-3783

Current wireless capsule endoscopy (WCE) is limited in the long examination time and low flexibility since the capsule is passively moved by the natural peristalsis. Efforts have been made to facilitate active locomotion of WCE using magnetic actuation and localization technologies. In this work, we investigate the trajectory following problem of a robotic capsule under rotating magnetic actuation, in order to realize efficient and accurate navigation of the capsule in the narrow, complex intestinal environments. Specifically, four control strategies are developed based on the PD controller, adaptive controller (AC), model predictive controller (MPC) and robust multi-stage model predictive controller (RMMPC). In particular, the RMMPC method takes into account the uncertainty in the intestinal environment by modeling the intestinal peristalsis and friction in the controller design. We evaluate the proposed methods in simulation as well as in real-world experiments in several tubular environments, including plastic phantoms with complex shapes and an ex-vivo pig colon. The results have demonstrated the potential of the proposed control methods to realize accurate and efficient inspection of the intestine using active WCE. Our methods can be integrated with current WCE to improve the diagnostic accuracy and efficiency of the GI tract. Note to Practitioners-The motivation of this paper is to solve the trajectory following problem for active WCE in the human intestine to realize accurate, efficient and repeatable inspection of the gastrointestinal (GI) tract. We present four different control strategies for 5-DOF control of a robotic capsule endoscope actuated by a reciprocally rotating permanent magnet to make the capsule follow a predefined trajectory in a tubular environment. The accuracy and efficiency of the approach are validated in simulation and real-world experiments. The proposed trajectory following strategies can be integrated into existing WCE products to allow automatic and repeatable examination of the GI tract, and can also be extended to the locomotion of other tethered or untethered magnetic devices in the tubular environments for different medical and industrial applications. In the future, our proposed approach is expected to be combined with image-based automatic diagnosis of the GI tract to provide doctors with better tools for digestive examinations.

Trajectory Magnetic resonance imaging Magnetic moments Magnetic levitation Endoscopes Robots Actuators Wireless capsule endoscopy magnetic actuation and localization medical robots and systems trajectory following

SCI ; EI

英语

通讯

National Key Research and Development Program of China[2019YFB1312400] ; Hong Kong Research Grants Council (RGC) Collaborative Research Fund (CRF)[C4063-18G] ; Hong Kong RGC GRF[14211420]

Automation & Control Systems

Automation & Control Systems

WOS:000842736000001

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

20223512675862

Controllers ; Degrees of freedom (mechanics) ; Efficiency ; Magnetic actuators ; Magnetic levitation ; Magnetic levitation vehicles ; Magnetic moments ; Medical imaging ; Permanent magnets ; Position control ; Robots ; Trajectories ; Uncertainty analysis

Biomedical Engineering:461.1 ; Magnetism: Basic Concepts and Phenomena:701.2 ; Electric Components and Equipment:704 ; Electric Components:704.1 ; Specific Variables Control:731.3 ; Robotics:731.5 ; Control Equipment:732.1 ; Imaging Techniques:746 ; Production Engineering:913.1 ; Probability Theory:922.1 ; Mechanics:931.1

Web of Science

1.Yuanhua Robot Percept & AI Technol Ltd, Shenzhen 518000, Peoples R China
2.Chinese Univ Hong Kong, Dept Elect Engn, Hong Kong 999077, Peoples R China
3.Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518000, Peoples R China
4.Chinese Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518172, Peoples R China

Xu, Yangxin,Li, Keyu,Zhao, Ziqi,et al. Evaluation of Different Control Strategies for Trajectory Following of a Robotic Capsule Endoscope Under Rotating Magnetic Actuation[J]. IEEE Transactions on Automation Science and Engineering,2022,PP(99):1-12.

Xu, Yangxin,Li, Keyu,Zhao, Ziqi,&Meng, Max Q-H.(2022).Evaluation of Different Control Strategies for Trajectory Following of a Robotic Capsule Endoscope Under Rotating Magnetic Actuation.IEEE Transactions on Automation Science and Engineering,PP(99),1-12.

Xu, Yangxin,et al."Evaluation of Different Control Strategies for Trajectory Following of a Robotic Capsule Endoscope Under Rotating Magnetic Actuation".IEEE Transactions on Automation Science and Engineering PP.99(2022):1-12.