DocumentCode
2344473
Title
Improving efficiency of the Newton algorithm of motion planning for robot manipulators
Author
Duleba, Ignacy
Author_Institution
Inst. of Comput. Eng. Control & Robot., Wroclaw Univ. of Technol., Wroclaw, Poland
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
43
Lastpage
48
Abstract
In this paper a method to speed up a convergence of the Newton algorithm of motion planning for manipulators was presented. The method couples one dimensional optimization (with respect to a coefficient influencing the convergence property of the algorithm) with a virtual goal replacing a real goal of the planning. The first modification of the basic Newton algorithm can be used for any taskspace while the second one works only for low dimensional (not greater than 3) taskspaces. An algorithm based on the method was provided and its efficiency was illustrated on a planar double pendulum manipulator.
Keywords
convergence; manipulators; optimisation; path planning; Newton algorithm; convergence; motion planning; optimization; robot manipulators; Jacobian matrices; Kinematics; Manipulators; Optimized production technology; Planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Methods and Models in Automation and Robotics (MMAR), 2010 15th International Conference on
Conference_Location
Miedzyzdroje
Print_ISBN
978-1-4244-7828-6
Type
conf
DOI
10.1109/MMAR.2010.5587265
Filename
5587265
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