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Forward Kinematics Analysis of a Six-Degree-of-Freedom Stewart Platform Based on Independent Component Analysis and Nelder-Mead Algorithm
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Indexed by:期刊论文
Date of Publication:2011-05-01
Journal:IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS
Included Journals:SCIE、EI
Volume:41
Issue:3
Page Number:589-597
ISSN No.:1083-4427
Key Words:Independent component analysis (ICA); kinematics; Nelder-Mead (NM) algorithm; Stewart platform
Abstract:This correspondence paper presents an algorithm in which the independent components of link lengths are used as a medium to analyze the forward kinematics of a six-degree-of-freedom Stewart platform. The link lengths are firstly transformed into independent components through independent component analysis. Then, the value of positional variables is computed by using the Nelder-Mead algorithm by taking advantage of the relationships between the independent components and the positional variables. Simulations have been conducted to test the proposed algorithm. The experimental results show that the proposed algorithm can achieve a better performance than the other published algorithms.
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