The synthesis and analysis of the quasi-optimum detection algorithms of low-frequency and high-frequency random Gaussian impulses of arbitrary form with inaccurately known timing parameters observed on a background of a white noise has been implemented. Functionability of offered detectors and the applicability boundaries of asymptotically exact formulas for their characteristics by statistical modeling methods have been set.