Neuro-Adaptive Cooperative Control for Dual-Arm Robots With Position and Velocity Constraints: An Optimal Torque Allocation Approach

  • Ye CAO
  • , Heyu HU*
  • , Yongduan SONG
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

13 Citations (Scopus)

Abstract

In this brief, cooperative control is investigated for dual-arm robots collaboratively transferring an object, whose position and velocity are constrained. With the aid of the system transformation technique, the problem of gripped object's position and velocity constraint is transformed into the problem of the boundedness of the newly constructed system. On the other hand, due to the redundancy configurations of the dual-arm robots, the grasping force allocation of the left and right arms is not unique. As a result, an optimal torque allocation strategy in Cartesian space is further designed, ensuring the uniqueness of the torques calculated by our designed cooperative control method. With our proposed cooperative control scheme, not only the gripped object's trajectory tracking is achieved, but also its position and velocity constraints are maintained.
Original languageEnglish
Pages (from-to)3051-3055
Number of pages5
JournalIEEE Transactions on Circuits and Systems II: Express Briefs
Volume71
Issue number6
Early online date12 Jan 2024
DOIs
Publication statusPublished - Jun 2024
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2004-2012 IEEE.

Funding

This work was supported in part by the National Key Research and Development Program of China under Grant 2022YFB4701400/4701401; in part by the National Natural Science Foundation of China under Grant 62103322, Grant 61991400, Grant 61991403, Grant 62250710167, Grant 61860206008, and Grant 61933012; in part by the CAAI-Huawei MindSpore Open Fund; in part by CAST-Young Elite Scientists Sponsorship Program under Grant 2023QNRC001; and in part by the Fundamental Research Funds for the Central Universities under Grant 2022CDJKYJH019 and Grant 2022CDJKYJH051.

Keywords

  • cooperative control
  • Dual-arm robots
  • position and velocity constraints
  • torque allocation optimization

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