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A deadlock-aware control framework based on CBF-QP and shaping-CLF

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Shaping-CLF-MCBF

This repository contains the code corresponding to the paper titled: Deadlock-Aware Control for Multi-Robot Coordination with Multiple Safety Constraints. The proposed framework focuses on detecting and avoiding deadlocks in multi-robot systems while ensuring safety and performance through the use of Control Lyapunov Functions (CLFs) and Control Barrier Functions (CBFs).

Note: This repository will be made public upon the paper's publication.

Features

  • Distributed Control Framework
  • Multiple Safety Constraints
  • Potential Deadlock Detection
  • Reactive Deadlock Avoidance
  • Comparison with Other Methods
    • LSC: Linear Safety Corridor Github
    • RSC: Recursive Safety Corridor Github
    • CBF-CD: CBF with Consistent Disturbance paper

Requirements

  • Python 3.x
  • numpy
  • matplotlib
  • qpsolvers

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A deadlock-aware control framework based on CBF-QP and shaping-CLF

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