DE-based Algorithm for Solving the Inverse Kinematics on a Robotic Arm Manipulators

B=ui Tam, T. A.O. Linh, Trung Nguyen, Tinh Nguyen, Hiroshi Hasegawa, Dai Watanabe

Research output: Contribution to journalConference articlepeer-review

Abstract

DE algorithm method for Solving the inverse kinematics is a fundamental problem in the robotics field especially in controlling industrial robots to move following a pre-defined trajectory. In this paper, we proposed to use a meta-heuristic optimization algorithm, namely Differential Evolution (DE), to solve the Inverse Kinematic (IK) problem for a five-degree-of-freedom (DOF) articulated robot. By considering joints' angles as continuous variables, the process of solving the Inverse Kinematic problem for the robot with the optimal algorithm has been significantly improved in terms of accuracy, execution time, standard deviation (STD) and the number of iterations needed as well. The algorithm has been applied to solve the Inverse Kinematic problem on the 5-Degree of Freedom 5R robot model. The simulation results for three case studies showed that our method can solve the inverse kinematics problem efficiently not only for minimum errors but also for smooth value of the joints' variables.

Original languageEnglish
Article number012008
JournalJournal of Physics: Conference Series
Volume1922
Issue number1
DOIs
Publication statusPublished - 2021 May 26
Event2021 5th International Conference on Robotics and Machine Vision, ICRMV 2021 - Seoul, Virtual, Korea, Republic of
Duration: 2021 Feb 262021 Feb 28

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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