I. Introduction
The use of Autonomous Underwater Vehicles (AUVs) in maritime operations has increased significantly over the past decade. Many research about the detection and recognition of AUV have been paid more and more attention. One of the challenges to distinguish these underwater targets is its small size and weak reflected strength, especially since AUV could have flexible motion capability. Thus, in active echo mode, it is difficult to recognize these targets with the help of the structure of highlight echoes in the past.