한국해양대학교

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SA와 RCGA를 이용한 차륜형 도립진자 이동로봇의 모델링

Title
SA와 RCGA를 이용한 차륜형 도립진자 이동로봇의 모델링
Alternative Title
Modeling of a Wheeled Inverted Pendulum Type Mobile Robot Using a SA and RCGA
Author(s)
白雲鶴
Publication Year
2001
Publisher
한국해양대학교 대학원
URI
http://kmou.dcollection.net/jsp/common/DcLoOrgPer.jsp?sItemId=000002173767
http://repository.kmou.ac.kr/handle/2014.oak/8440
Abstract
This paper describes the modeling of a wheeled inverted pendulum type mobile robot driven by two different wheels for the posture and velocity control. In order to control its posture and velocity, the optimal linearized modeling is quite crucial.


Meta-heuristics is a term used to characterize a number of methods which have been proven to be practical and effective algorithms for solving nonlinear problems.


This paper adapted the wheeled inverted pendulum type mobile robot which is typically nonlinear systems identification and linearization techniques, using a real-coded genetic algorithm. The algorithm is finely tuned by simulated annealing, which yields a faster convergence and a more accurate search.


By applying this method, the nonlinear model is transformed into a completely linearized system.
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제어계측공학과 > Thesis
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