The evolution of picosecond pulses in cascaded fiber gratings has been simulated and analyzed. The numerical results show that picosecond pulses can be compressed effectively, if the parameters of gratings and pulses were chosen properly. The further study reveals that output pulses could become narrower and the fiber gratings needed would be shorter, if the negative chirp were induced by pulse laser.