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Let be a pseudo-differential operator whose symbol belongs to the H"ormander class with $0\leq \delta<1, 0< \rho\leq 1, \delta \leq \rho-(n+1)< m \leq - (n+1)(1-\rho)$. In present paper, we prove that if is a locally integrable function satisfying for some , then the commutator is bounded on the local Hardy space introduced by Goldberg \cite{Go}. As a consequence, when and , we obtain an improvement of a recent result by Yang, Wang and Chen \cite{YWC}.

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