DocumentCode :
1597076
Title :
Best-So-Far ABC Based Nanorobot Swarm
Author :
Nantapat, Touchakorn ; Kaewkamnerdpong, Boonserm ; Achalakul, Tiranee ; Sirinaovakul, Booncharoen
Author_Institution :
Dept. of Comput. Eng., King Mongkut´´s Univ. of Technol., Bangkok, Thailand
Volume :
1
fYear :
2011
Firstpage :
226
Lastpage :
229
Abstract :
Nanotechnology has continuously advanced with many tremendous promises to offer. The coming of nanorobots seems inevitable. Medical applications would be one of the first utilization of nanorobots. Nanorobot may become a solution for many currently incurable diseases as it can be viewed as a medical instrument that can be released inside human body for drug delivery and diagnosis [1-3]. In order to effectively utilize nanorobots, the concept of swarm intelligence is extensively studied in the literature [4-8]. In this study, we proposed a framework based on swarm intelligence concept for nanorobot control in medical applications. We adopted a variation of Artificial Bee Colony (ABC) called Best-so-far ABC to regulate nanorobot behavior. Best-so-far ABC biases solutions toward the best position of current iteration. The proposed framework is demonstrated in wounds healing application, nanorobots operate inside a network of blood vessels as artificial platelets to assist in hemostasis process to stop bleeding. Nanorobots must manage to attend to all multiple wounds. The demonstration is one example of possible medical applications of the swarm-intelligence-based nanorobot framework.
Keywords :
artificial intelligence; blood vessels; drug delivery systems; medical robotics; microrobots; nanotechnology; artificial bee colony; artificial platelet; best-so-far ABC; blood vessel; drug delivery; medical application; medical instrument; nanorobot behavior; nanorobot control; nanorobot swarm; nanotechnology; swarm intelligence; Biomedical equipment; Blood; Nanobioscience; Particle swarm optimization; Wounds; Artificial Bee Colony; Best-so-far ABC; Biomedical Engineering; Hemostasis; Nanorobot; Nanorobotics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0676-9
Type :
conf
DOI :
10.1109/IHMSC.2011.61
Filename :
6038187
Link To Document :
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