Kinematics Model Optimization Algorithm for Six Degrees of Freedom Parallel Platform
Source abstract
Abstract
The attitude closed-loop control of the parallel platform in the working space needs to determine the relationship between the pose of the top moving platform and the length of each mechanical arm, that is, the kinematics problem of the parallel platform. In this study, the kinematics model of the six-degree-of-freedom parallel platform was established. The kinematics forward solution algorithm based on Newton–Raphson iteration was studied. The kinematics forward solution method usually adopts a numerical solution, which often needs multiple iterations, and the algorithm has a poor real-time performance. In order to improve the real-time performance of the parallel platform control system, a multivariate polynomial regression kinematics forward solution algorithm is proposed in this paper. Moreover, by combining the multivariate polynomial regression with the Newton iterative method, we obtained an efficient solution algorithm with controllable solution accuracy. The effectiveness of the proposed method was verified by simulation tests and physical tests.
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Research context
OpenAlex topics: Robotic Mechanisms and Dynamics · Robotic Path Planning Algorithms · Advanced Numerical Analysis Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Data Science and Artificial Intelligence, Wenzhou University of Technology, Wenzhou 325000, China
School of Automation, University of Electronic Science and Technology of China, Chengdu 610054, China
College of Resource and Environment Engineering, Guizhou University, Guiyang 550025, China
Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA 70803, USA
Funding
Sichuan Science and Technology Program
References (28)
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