This paper describes the suppression of the influence of scintillation encountered in working with rangefinders. In an under-sampling method for pulsed laser rangefinders, we can change the order of sampling time of the reference signal. Simulation studies show that we can extend the spectra of scintillation onto the higher frequency range. It is done by the sampling of phase shift in non-consecutive orders, and by a rearrangement of under-sampled data when a distance is to be calculated. Through this process, the increase in the drift of the measurement data is suppressed.