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Concurrent Learning-Based Inertial Parameter Estimation and Control of Quadrotors

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This research letter proposes an integral concurrent learning (ICL)-based geometric controller for quadrotor UAVs with non-coincident centers of mass. The method estimates mass, CoM offset, and the full inertia matrix online without using accelerometers or numerical derivatives, ensuring trajectory tracking under finite excitation conditions. Effectiveness is validated via simulation.

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Environment: simulation
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“e estimated parameters converge to their true values under a finite excitation condition. We validate the effectiveness of the proposed algorithm using a simulation example.”

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11/10
  1. arXiv Robotics — research abstractsSignal
    Concurrent Learning-Based Inertial Parameter Estimation and Control of Quadrotors

    This research letter proposes an integral concurrent learning (ICL)-based geometric controller for quadrotor UAVs with non-coincident centers of mass. The method estimates mass, CoM offset, and the full inertia matrix online without using accelerometers or numerical derivatives, ensuring trajectory tracking under finite excitation conditions. Effectiveness is validated via simulation.

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