Conditional Trigger Model Predictive Control for Aerial Manipulation

Borui Yang, Haoping She*, Weiyong Si, Zhongnan Xu, Lu Yao, Xinghao Yang

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Carrying a robotic arm on a UA Venables the creation of an aerial manipulator system with the capability to actively execute tasks. However, challenges such as multiple variables, strong coupling, and high computational demands exist. Controlling a drone's complex model to concurrently achieve tracking and grasping has become a focal and challenging aspect of research. To mitigate computational costs, a model linearization method is employed through nonlinear prediction and linearization along the trajectory. Subsequently, the Model Predictive Control (MPC) method is applied to the integrated model for simultaneous trajectory tracking and grasping control. Finally, a conditional trigger mechanism is proposed in conjunction with the MPC method to further reduce computational expenses. Results indicate that this method successfully achieves traj ectory tracking and target grasping for the aerial manipulator system, demonstrating high accuracy while effectively lowering computational costs. This approach holds promise for practical applications in aerial manipulator systems.

Original languageEnglish
Title of host publicationICIT 2024 - 2024 25th International Conference on Industrial Technology
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350340266
DOIs
Publication statusPublished - 2024
Event25th IEEE International Conference on Industrial Technology, ICIT 2024 - Bristol, United Kingdom
Duration: 25 Mar 202427 Mar 2024

Publication series

NameProceedings of the IEEE International Conference on Industrial Technology
ISSN (Print)2641-0184
ISSN (Electronic)2643-2978

Conference

Conference25th IEEE International Conference on Industrial Technology, ICIT 2024
Country/TerritoryUnited Kingdom
CityBristol
Period25/03/2427/03/24

Keywords

  • Conditional trigger
  • MPC
  • Trajectory tracking

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