The goal of the study is to investigate vibration reduction effects in the ground due to the train-induced vibration using wave barriers. Rubber-based material has been selected for wave barriers and various barrier depths have been considered during numerical analysis. Result shows that the reduction effects are increased with proportional to the barrier depth, as one expected. Finally, results can be applied to design wave barriers for reducing transferred train-induced vibration to near structures.