A fine-grained ship-radiated noise recognition system using deep hybrid neural networks with multi-scale features

• Main Authors: Liu, Shuai, Fu, Xiaomei, Xu, Hong, Zhang, Jiali, Zhang, Anmin, Zhou, Qingji, Zhang, Hao
• Other Authors: School of Social Sciences
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Maritime studies; Ship-Radiated Noise Recognition; Underwater Acoustics
• Online Access: https://hdl.handle.net/10356/169471
• Institution: Nanyang Technological University

Fine-grained ship-radiated noise recognition methods of different specific ships are in demand for maritime traffic safety and general security. Due to the high background noise and complex transmission channels in the marine environment, the accurate identification of ship radiation noise becomes q...