Based on the block-pulse function method which is applicable only under zero initial value and zero-mean noises, a new identification method is developed for continuous-time systems from input-output data. As this method doesn't restrict initial values and noise average values to be zero，and needn't measure them at a11，it can be used for on-line identification. Its high identification accuracy is demostrated by simulation examples.