Dynamic Parameter Identification of UP6 Robot Manipulator using SFLA
Author(s) -
Duc N. M. Hoang
Publication year - 2018
Publication title -
international journal of computer applications
Language(s) - English
Resource type - Journals
ISSN - 0975-8887
DOI - 10.5120/ijca2018918115
Subject(s) - computer science , manipulator (device) , identification (biology) , robot manipulator , robot , artificial intelligence , botany , biology
The paper proposes a method using Shuffled Frog Leaping Algorithm (SFLA) to identify dynamic parameters of MOTOMAN UP6 robot manipulator. In this paper, the physical parameters of UP6 including mass, inertia, frictions of the first three joints will be estimated directly without parameterization. SFLA method is also used to find the optimal excitation trajectories. Simulated results verify the effectiveness of SFLA approach, and show that the proposed method achieves a high accuracy. General Terms Algorithms.
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