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January 26, 2026Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science1 citations

Motion control of modular reconfigurable robotic arms based on improved RRT algorithm

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YHYingyu HeBeijing Academy of Artificial IntelligenceMHMingyang HuangTransport for London

Key Points

  • The aim is to improve the motion control of modular reconfigurable robotic arms through an enhanced RRT algorithm.
  • Developed a modular reconfigurable robotic arm system
  • Integrated path planning using an improved RRT algorithm
  • Utilized strategies like bidirectional search and greedy approach for optimization
  • Validated the algorithm on a physical robotic arm
  • Achieved precise motion control of the modular arm
  • Enhanced adaptability of the arm after reconfiguration
  • Improved path planning efficiency using the enhanced RRT algorithm

Abstract

This work uses a modular reconfigurable robotic arm as a research case to study robotic arm development. By employing a straightforward modular reassembly method, a modular reconfigurable robotic arm motion system is designed. This system can be integrated into a modular mobile grasping platform for experimental implementation as required. The modular reconfigurable robotic arm performs path planning using an improved RRT algorithm. This enhanced RRT algorithm integrates a bidirectional search strategy, a goal-biased probability strategy, a greedy algorithm, and a variable step-size approach, combining multiple strategies to improve the RRT algorithm. It has been validated on a physical robotic arm, enabling precise motion control of the reconfigurable arm and effectively addressing poor adaptability following arm reconfiguration.

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Cite This Study

He et al. (2026) studied this question.

synapsesocial.com/papers/69770393722626c4468e89bfhttps://doi.org/10.1177/09544062261416155
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