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It is known in the practice of closed-loop identification of mechanical systems that, since the Lagrangian dynamic model is linear in the constant physical parameters, a sufficient condition for parameter convergence is that the system follows reference trajectories that render the regressor matrix persistently exciting. This was established many years ago for a particular robot adaptive controller...
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