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A Time-Optimal Continuous Jerk Trajectory Planning Algorithm for Manipulators

Authors :
Yaosheng Zhou
Guirong Han
Ziang Wei
Zixin Huang
Xubing Chen
Source :
Applied Sciences, Vol 13, Iss 20, p 11479 (2023)
Publication Year :
2023
Publisher :
MDPI AG, 2023.

Abstract

In this paper, we propose a new optimal trajectory planning method for the manipulator to optimize its operating efficiency and ensure the smoothness of the motion process. The position sequences in joint space corresponding to a specified trajectory in task space are obtained by using the inverse kinematic algorithm, and the seventh-degree B-spline curve interpolation method is used to construct the joint trajectory with controllable start–stop kinematic parameters, and continuous velocity, acceleration and jerk. The kinematic constraints of the manipulator are transformed into the control point constraints of the B-spline curve, the sequential quadratic programming method is used to solve the optimal motion time node, and then the time-optimal continuous jerk trajectory satisfying the nonlinear kinematic constraints is planned. Simulation results show that the proposed trajectory planning method provides the ideal trajectory for the joint controller, ensuring the manipulator can smoothly track any specified trajectory in the task space in the shortest time.

Details

Language :
English
ISSN :
20763417 and 79815138
Volume :
13
Issue :
20
Database :
Directory of Open Access Journals
Journal :
Applied Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.236b35df7b44d989c6bf6f798151388
Document Type :
article
Full Text :
https://doi.org/10.3390/app132011479