Five-degree-of-freedom robust control of a magnetic endoscopic capsule using an electromagnetic system. (May 2023)
- Record Type:
- Journal Article
- Title:
- Five-degree-of-freedom robust control of a magnetic endoscopic capsule using an electromagnetic system. (May 2023)
- Main Title:
- Five-degree-of-freedom robust control of a magnetic endoscopic capsule using an electromagnetic system
- Authors:
- Sadeghi Boroujeni, Pouria
Nejat Pishkenari, Hossein
Amiri Chimeh, Hadiseh
Moradi, Hamed
Vossoughi, Gholamreza - Abstract:
- Abstract: Capsule endoscopy is a minimally invasive gastrointestinal diagnostic procedure. The active endoscopic capsule enables the physician to steer the device to any desired position and direction, resulting in a better diagnosis of the disease. Due to the model uncertainties and the existence of disturbances in the gastrointestinal system, traditional control methods cannot achieve robust performance and stability. To overcome this issue, in this paper, a robust sliding mode controller is proposed for 5 Degrees Of Freedom (DOF) control (3-DOF closed-loop control for position and 2-DOF open-loop control for orientation) of the capsule endoscope using an electromagnetic actuation system. The efficiency of the proposed control method is compared with a Proportional–Integral–Derivative (PID) controller considering the model uncertainties and external disturbances. The results of simulations considering 5% of uncertainty in the model parameters show that the suggested approach can precisely and efficiently actuate the capsule to follow the desired trajectory, with position and orientation accuracy of 0.53 mm and 0.69 degree, respectively. Experiments demonstrate the efficiency of the proposed controller, revealing a tracking error of about 0.73 mm in the capsule position. Furthermore, it has been proven by experiments that even in the presence of external disturbances, the proposed control system performs very well and keeps the capsule on the desired trajectory. GraphicalAbstract: Capsule endoscopy is a minimally invasive gastrointestinal diagnostic procedure. The active endoscopic capsule enables the physician to steer the device to any desired position and direction, resulting in a better diagnosis of the disease. Due to the model uncertainties and the existence of disturbances in the gastrointestinal system, traditional control methods cannot achieve robust performance and stability. To overcome this issue, in this paper, a robust sliding mode controller is proposed for 5 Degrees Of Freedom (DOF) control (3-DOF closed-loop control for position and 2-DOF open-loop control for orientation) of the capsule endoscope using an electromagnetic actuation system. The efficiency of the proposed control method is compared with a Proportional–Integral–Derivative (PID) controller considering the model uncertainties and external disturbances. The results of simulations considering 5% of uncertainty in the model parameters show that the suggested approach can precisely and efficiently actuate the capsule to follow the desired trajectory, with position and orientation accuracy of 0.53 mm and 0.69 degree, respectively. Experiments demonstrate the efficiency of the proposed controller, revealing a tracking error of about 0.73 mm in the capsule position. Furthermore, it has been proven by experiments that even in the presence of external disturbances, the proposed control system performs very well and keeps the capsule on the desired trajectory. Graphical abstract: Highlights: A sliding-mode controller is developed for control of a magnetic endoscopic capsule. The proposed controller is robust against model uncertainty and external disturbances. The superior performance of the proposed controller compared to PID is demonstrated. The control system efficacy is shown both in simulations and experiments. The proposed controller is optimal since it minimizes energy consumption. … (more)
- Is Part Of:
- Control engineering practice. Volume 134(2023)
- Journal:
- Control engineering practice
- Issue:
- Volume 134(2023)
- Issue Display:
- Volume 134, Issue 2023 (2023)
- Year:
- 2023
- Volume:
- 134
- Issue:
- 2023
- Issue Sort Value:
- 2023-0134-2023-0000
- Page Start:
- Page End:
- Publication Date:
- 2023-05
- Subjects:
- Robust control -- Magnetic field -- Sliding mode control -- Capsule endoscopy
Automatic control -- Periodicals
629.89 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09670661 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.conengprac.2023.105484 ↗
- Languages:
- English
- ISSNs:
- 0967-0661
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3462.020000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 26319.xml