A new robust method for the approximation of physiological signals is
proposed. The noise must satisfy only one condition: that the probabil
ities for positive and negative values are equal. Our results illustra
te that the proposed method provides a more accurate approximation of
signals than either the least square error or the least absolute devia
tion method in cases that include unknown noise density.