Title :
Multirobot-Based Nanoassembly Planning with Automated Path Generation
Author :
Yuan, Xiaobu ; Yang, Simon X.
Author_Institution :
Windsor Univ., Windsor
fDate :
6/1/2007 12:00:00 AM
Abstract :
In this paper, a novel approach of automated multirobot nanoassembly planning is presented. This approach uses an improved self-organizing map to coordinate assembly tasks of nanorobots while generating optimized motion paths at run time with a modified shunting neural network. It is capable of synchronizing multiple nanorobots working simultaneously and efficiently on the assembly of swarms of objects in the presence of obstacles and environmental uncertainty. Operation of the presented approach is demonstrated with experiments at the end of the paper.
Keywords :
microrobots; mobile robots; motion control; multi-robot systems; neurocontrollers; path planning; robotic assembly; self-organising feature maps; automated multirobot nanoassembly planning; automated path generation; nanorobots assembly tasks; neural network; optimized motion paths; self-organizing map; Assembly; Biological system modeling; Manufacturing automation; Nanobioscience; Nanostructures; Nanotechnology; Neural networks; Neurons; Path planning; Uncertainty; Multirobot coordination; nanoassembly planning; self-organizing map (SOM); shunting neural networks;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2007.897282