A formula is derived for calculating the percentage reduction that can be obtained in the output noise variance of a fixed lag smoothing filter as compared to direct digital filtering. Results are presented for a number of second order systems for different model pole positions. The conclusions are that for highly oscillatory signals corrupted with wideband noise the addition of smoothing can give a substantial reduction in the output noise variance.