From AMS Glossary
A procedure that adjusts the initial conditions of an NWP model so that unwanted high-frequency oscillations are removed.
The procedure requires that the NWP model be integrated forward and backward around the initial time using a heavily damped finite-difference equation.
Daley, R. 1991. Atmospheric Data Analysis. 322–332.