[PDF] Underwater acoustic target recognition method based on a ...

Underwater Acoustic Target Recognition Based on Attention ...

The method can be used to identify ship-radiated noise in different environments. Firstly, a residual network is used to extract the deep ...

Underwater target recognition methods based on the framework of ...

CNN: convolutional neural network. Table 1. The experiments results of different algorithms. Experiment. SVM GRNN PNN DBN SDAE. Underwater acoustic data of ...

Underwater acoustic target recognition based on convolutional ...

this paper proposes an underwater acoustic target recognition method based on a convolutional neural network and multi-feature fusion. Various features ...

A Survey of Underwater Acoustic Target Recognition Methods ...

This paper reviews current UATR methods based on machine learning. We focus mostly, but not solely, on the recognition of target-radiated noise ...

An Underwater Acoustic Target Recognition Method Based on ...

ABSTRACT Underwater acoustic target recognition is one of the main functions of the SONAR systems. In this paper, a target recognition method based on ...

Underwater Acoustic Target Recognition in Passive Sonar Using ...

In this paper, we proposed a new model for underwater acoustic target recognition, which is based on the deep learning methods.

The Classification of Underwater Acoustic Targets Based on Deep ...

feature extraction methods are gradually ineffective. Therefore, it is of great significance to carry out new underwater target recognition methods. Deep ...

An Underwater Target Recognition Method Based on Tracking ...

Most of the underwater target recognition method are built on the spectral analysis. The recognition accuracy isn't high in the short attack time which ...

Advancing Robust Underwater Acoustic Target Recognition through ...

Underwater acoustic target recognition is a crucial component of marine acoustics Rajagopal et al. (1990) . Its purpose is to automatically ...

Adversarial multi-task underwater acoustic target recognition

Underwater acoustic target recognition based on passive sonar plays a vital role in the field of marine acoustics (Rajagopal , 1990). The ...

Underwater acoustic target recognition method based on the multi ...

The model utilizes the internal feedback mechanism of the SRU to model the underwater acoustic target time series (time-domain waveform). Then, ...

Underwater acoustic target recognition based on u-shaped network

Underwater target recognition is an essential but difficult technique in acoustic signal processing. The most serious challenge of the underwater ...

Few-shot learning for joint model in underwater acoustic target ...

In underwater acoustic target recognition, there is a lack of massive high-quality labeled samples to train robust deep neural networks, ...

Underwater acoustic target recognition using line enhancement and ...

Underwater acoustic target recognition using line enhancement and deep neural network · 1. Institute of Acoustics, Chinese Academy of Sciences Beijing 100190 · 2.

Underwater acoustic target recognition based on multi-resolution ...

... underwater acoustic data, the results demonstrate that this method can effectively enhance the accuracy of underwater acoustic target recognition.

Research on Feature Extraction of Underwater Acoustic Target ...

Underwater acoustic target recognition is a very important technology in the field of underwater acoustics, with great economic and military value.

Present status and challenges of underwater acoustic target ...

Using artificial intelligence methods to input the extracted underwater target radiation noise features to achieve underwater target classification recognition ...

Multi-Scale Frequency-Adaptive-Network-Based Underwater Target ...

Radiated noise features excellent concealment and long operational ranges [2], making it a crucial method for underwater target recognition.

Multimodal underwater target recognition method based on deep ...

... based on measured underwater acoustic signal. The results show that the proposed method improves the accuracy of underwater target recognition significantly.

An Underwater Acoustic Target Recognition Method Based on ...

An Underwater Acoustic Target Recognition Method Based on Restricted Boltzmann Machine. Language: English; Authors: Luo, Xinwei1 (AUTHOR) [email protected]