Reconstruction of Signals Corrupted by Pulse Noise

We discuss a nonparametric approach to detection of signals corrupted by a stream of short pulses. An analog of the $L$-estimator of the location parameter of a distribution is proposed for this purpose. Robustness of the proposed procedure in deterministic and stochastic cases is established. A medium filter is characterized in the class of relevant estimators.