In this study, we have demonstrated a particle separation device taking advantage of the high frequency sound waves. The sound waves, in the form of surface acoustic waves, are produced by an acoustofluidic platform built on top of a piezoelectric substrate bonded to a microfluidic channel. The particles' mixture, pumped through the microchannel, is focused using a sheath fluid. A Travelling surface acoustic wave (TSAW), propagating normal to the flow, interacts with the particles and deflects them from their original path to induce size-based separation in a continuous flow. We initially started the experiment with 40 MHz TSAWs for deflecting 10 A mu m diameter polystyrene particles but failed. However, larger diameter particles (similar to 30 A mu m) were successfully deflected from their streamlines and separated from the smaller particles (similar to 10 A mu m) using TSAWs with 40 MHz frequency. The separation of smaller diameter particles (3, 5 and 7 A mu m) was also achieved using an order of magnitude higher-frequency (similar to 133 MHz) TSAWs.