Based on the Kalman filtering,the unified fixed-interval optimal white noise smoothers are presented for systems with correlated noises having non-zero means.They consist of the fixed- interval input white noise smoother and measurement white noise smoother,and may be applied to signal processing in oil seismic exploration.A simulation example for Bernoulli-Gaussian white noise shows their effectiveness.