Abstract: With image sonar as the environment-detecting system, local path planning for AUV(Autonomous Underwater Vehicle) is made in this paper. The detecting data is received through serial port, and the mathematic environment model is established. Noise is filtered with the method of mathematic morphology and optimal path is searched by dt propagation. Experiment on the sea proves that this algorithm is reliable.