Bio-inspired snake robot locomotion: a CPG-based control approach

Biological creatures perform their motion by using distributed spinal control system. Natural control generates motion instantly based on the feelings from the environment. In line with this concept, an artificial control system is known as Central Pattern Generator (GPG) is an online motion generat...

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Main Authors: Billah, Md. Masum, Khan, Md. Raisuddin
Format: Conference or Workshop Item
Language:English
English
Published: 2015
Subjects:
Online Access:http://irep.iium.edu.my/49344/1/49344.pdf
http://irep.iium.edu.my/49344/4/49344_Bio-inspired%20snake%20robot%20locomotion_SCOPUS.pdf
http://irep.iium.edu.my/49344/
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7176385
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spelling my.iium.irep.493442018-03-07T03:26:12Z http://irep.iium.edu.my/49344/ Bio-inspired snake robot locomotion: a CPG-based control approach Billah, Md. Masum Khan, Md. Raisuddin TJ212 Control engineering Biological creatures perform their motion by using distributed spinal control system. Natural control generates motion instantly based on the feelings from the environment. In line with this concept, an artificial control system is known as Central Pattern Generator (GPG) is an online motion generation system that can be generated instantly like spine based control system. CPG also generates online motion instantly. Past control systems were used the predetermined trajectory information to control snake robot. CPG system makes a solution to overcome such kind of predetermined data. Snake robots are generally consists of serially connected multiple links. A rhythmic function is used to model the bending of each link of the snake robot. CPG generates the recurring signal from the input signal by using its internal biological oscillators. Performance of CPG control system is established from the obtained simulation result and planned in snake robot application. This research shows a novel algorithm to generate online sinusoidal motion generation using CPG for planar space. To optimize the CPG parameters, for the optimum output signals, particle swarm optimization (PSO) is applied in this paper. The performances of the proposed method are verified by simulation results. 2015 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/49344/1/49344.pdf application/pdf en http://irep.iium.edu.my/49344/4/49344_Bio-inspired%20snake%20robot%20locomotion_SCOPUS.pdf Billah, Md. Masum and Khan, Md. Raisuddin (2015) Bio-inspired snake robot locomotion: a CPG-based control approach. In: 2015 The 5th IEEE National Symposium on Information Technology: Towards Smart World (NCITNSW), 16th-18th Feb. 2015, Riyadh City, Saudi Arabia.. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7176385 10.1109/NSITNSW.2015.7176385
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TJ212 Control engineering
spellingShingle TJ212 Control engineering
Billah, Md. Masum
Khan, Md. Raisuddin
Bio-inspired snake robot locomotion: a CPG-based control approach
description Biological creatures perform their motion by using distributed spinal control system. Natural control generates motion instantly based on the feelings from the environment. In line with this concept, an artificial control system is known as Central Pattern Generator (GPG) is an online motion generation system that can be generated instantly like spine based control system. CPG also generates online motion instantly. Past control systems were used the predetermined trajectory information to control snake robot. CPG system makes a solution to overcome such kind of predetermined data. Snake robots are generally consists of serially connected multiple links. A rhythmic function is used to model the bending of each link of the snake robot. CPG generates the recurring signal from the input signal by using its internal biological oscillators. Performance of CPG control system is established from the obtained simulation result and planned in snake robot application. This research shows a novel algorithm to generate online sinusoidal motion generation using CPG for planar space. To optimize the CPG parameters, for the optimum output signals, particle swarm optimization (PSO) is applied in this paper. The performances of the proposed method are verified by simulation results.
format Conference or Workshop Item
author Billah, Md. Masum
Khan, Md. Raisuddin
author_facet Billah, Md. Masum
Khan, Md. Raisuddin
author_sort Billah, Md. Masum
title Bio-inspired snake robot locomotion: a CPG-based control approach
title_short Bio-inspired snake robot locomotion: a CPG-based control approach
title_full Bio-inspired snake robot locomotion: a CPG-based control approach
title_fullStr Bio-inspired snake robot locomotion: a CPG-based control approach
title_full_unstemmed Bio-inspired snake robot locomotion: a CPG-based control approach
title_sort bio-inspired snake robot locomotion: a cpg-based control approach
publishDate 2015
url http://irep.iium.edu.my/49344/1/49344.pdf
http://irep.iium.edu.my/49344/4/49344_Bio-inspired%20snake%20robot%20locomotion_SCOPUS.pdf
http://irep.iium.edu.my/49344/
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7176385
_version_ 1643613521074716672
score 13.160551