Projects per year
Abstract
Navigation control of microrobots in vivo has great potential in precision medicine and has attracted considerable attention in recent years. The control performance of the existing methods is considerably affected by hysteresis nonlinearity. This article presents a robust control method that can overcome hysteresis influence in navigating a microrobot actuated by an electromagnetic coil system. A motion planner that combines the breadth-first search (BFS) method and genetic algorithm (GA) is used to plan a reliable and flexible trajectory for the microrobot navigation. To compensate for hysteresis nonlinearity existing in the system, the Prandtl-Ishlinskii (PI) model is introduced. A robust controller that integrates adaptive sliding mode control (ASMC) and nonlinear disturbance observer is designed to guarantee the stability and accuracy of the microrobot in motion. Experiments have been performed to demonstrate the effectiveness of the proposed approach. The success of this research will advance the microrobot navigation for in vivo applications.
| Original language | English |
|---|---|
| Pages (from-to) | 3083-3092 |
| Number of pages | 10 |
| Journal | IEEE Transactions on Automation Science and Engineering |
| Volume | 19 |
| Issue number | 4 |
| Online published | 30 Aug 2021 |
| DOIs | |
| Publication status | Published - Oct 2022 |
Research Keywords
- Magnetic hysteresis
- Force
- Electromagnetics
- Navigation
- Uncertainty
- Magnetic cores
- In vivo
- Hysteresis compensation
- microrobot
- motion planning
- robust control
- DISEASE
- CANCER
RGC Funding Information
- RGC-funded
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Dive into the research topics of 'Robust Navigation Control of a Microrobot With Hysteresis Compensation'. Together they form a unique fingerprint.Projects
- 1 Finished
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CRF: A Novel Vaccination Strategy: Using a Microrobot Platform for DNA Vaccine Delivery and Antigen Presentation
FENG, G. G. (Principal Investigator / Project Coordinator), CHAN, W. Y. K. (Co-Principal Investigator), Chen, Z. (Co-Principal Investigator), MAN, N. K. (Co-Principal Investigator), Tan, Z. (Co-Principal Investigator) & ZHANG, L. (Co-Principal Investigator)
1/06/21 → 31/05/26
Project: Research
Student theses
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Structural Design and Motion Control of Magnetically Driven Microrobots
JIA, Y. (Author), SUN, D. (Supervisor) & Wang, Y. (External Supervisor), 27 Mar 2023Student thesis: Doctoral Thesis
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