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This paper deals with a modified version of the optimal deconvolution procedure that we have previously proposed in 1980. The restoration is considered as a tracking problem solved by application of the optimal control theory. For lack of constraint on the signal to be restored, we have shown that an analytical solution exists. We expose here an iterative version of this procedure in order to include constraints on the restored signal.