Motion Planning and Robust Control for the Endovascular Navigation of a Microrobot
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 8884750 |
Pages (from-to) | 4557-4566 |
Journal / Publication | IEEE Transactions on Industrial Informatics |
Volume | 16 |
Issue number | 7 |
Online published | 28 Oct 2019 |
Publication status | Published - Jul 2020 |
Link(s)
Abstract
Microrobots show great targeted-delivery potential in precision medicine. This article presents the use of a model-free approach to the navigation control of a microrobot in the cardiovascular environment. With the proposed approach, the microrobot can adapt to the non-Newton behavior of blood and environmental disturbances when it moves in blood vessels without knowledge of blood-velocity distribution. The referred trajectory of the navigated microrobot is generated by using a breadth-first search and genetic algorithm, aiming to minimize the energy consumption. The proposed navigation controller combines sliding mode control, backstepping control, and disturbance compensation. A high-gain extended state observer is designed to estimate and reject the uncertainties of model parameters and environmental disturbances. Simulations are performed to demonstrate the effectiveness of the proposed approach in a small artery compared with other control methods.
Research Area(s)
- Endovascular navigation, extended state observer (ESO), motion planning, robust control
Citation Format(s)
Motion Planning and Robust Control for the Endovascular Navigation of a Microrobot. / Meng, Ke; Jia, Yuanjun; Yang, Hao et al.
In: IEEE Transactions on Industrial Informatics, Vol. 16, No. 7, 8884750, 07.2020, p. 4557-4566.
In: IEEE Transactions on Industrial Informatics, Vol. 16, No. 7, 8884750, 07.2020, p. 4557-4566.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review