I. Introduction
Autonomous underwater vehicles (AUVs) is a widely used and highly potential transportation platform for ocean exploration and underwater engineering equipment operation and maintenance [1], [2]. Compared with remotely operated vehicles (ROVs) and diver operations, AUV has the characteristics of high intelligence and low dependence on auxiliary facilities [3], [4]. AUVs are generally deployed underwater to perform various detection tasks, including marine scientific sampling, seabed mapping, hydrographic surveying, etc [5], [6]. In order to perform underwater tasks safely and efficiently, AUVs are required to have functions such as intelligent navigation and robust control in specific scenarios [7], [8], [9], [10]. At present, high-speed and large-capacity international communications and coastal power transmission mainly rely on subsea cables. It is of great significance to detect, inspect and maintain subsea cables [11]. Compared with conventional ROV and diver detection, intelligent and accurate detection of subsea cables using AUV will greatly improve efficiency, reduce operating and maintenance costs of subsea cable systems [12].