Abstract
Recently, biomanipulation microrobots have attracted much attention in both academia and industry since they have become a promising tool to perform the practical biological micromanipulation tasks. In this field, biological micromanipulation on micro-fluidic chip emerge as a new focus since it can be used to improve the biomanipulation efficiency and stability. This study aims to develop a micromanipulation system with magnetic driven microrobots to implement the practical biomanipulations on a micro-fluidic chip. A novel flexure-based micromanipulator with large-workspace and micro/nano scale motion accuracy is proposed in this paper. After a series of mechanism optimal designs and analytic modeling, the positioning performance of the micromanipulators are evaluated by using the ANSYS Workbench Platform. After the mechanism fabrication, with the consideration of rate-dependent hysteresis effect inherent in piezoelectric ceramics (PZT) actuators, a novel hybrid visual servo control (HVSC) strategy combining with the Extreme Learning Machine (ELM) and the Artificial Neural Network (ANN) is proposed. Afterwards, a series of practical biomanipulation experiments are successfully implemented by using the designed control strategy. Both theoretical analysis and visual tracking results uniformly demonstrate the satisfactory performance of the developed system.
Original language | English |
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Title of host publication | 2013 13th IEEE International Conference on Nanotechnology, IEEE-NANO 2013 |
Pages | 466-471 |
Number of pages | 6 |
DOIs | |
Publication status | Published - 1 Dec 2013 |
Externally published | Yes |
Event | 2013 13th IEEE International Conference on Nanotechnology, IEEE-NANO 2013 - Beijing, China Duration: 5 Aug 2013 → 8 Aug 2013 |
Conference
Conference | 2013 13th IEEE International Conference on Nanotechnology, IEEE-NANO 2013 |
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Country/Territory | China |
City | Beijing |
Period | 5/08/13 → 8/08/13 |
ASJC Scopus subject areas
- Bioengineering
- Electrical and Electronic Engineering
- Materials Chemistry
- Condensed Matter Physics