Enhancement of underwater acoustic signal based on denoising automatic-encoder
Aiming at the difficulty of feature extraction of echo signal in active sonar,a self-encoder algorithm based on the combination of denoising self-encoder and convolution denoising self-encoder was proposed.Firstly,the preprocessing of noisy signal was carried out by using the advantage of denoising...
Saved in:
| Main Authors: | Jingwei YIN, Wuxiong LUO, Li LI, Xiao HAN, Longxiang GUO, Jianfeng WANG |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2019-10-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019181/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Underwater Acoustic Signal LOFAR Spectrogram Denoising Based on Enhanced Simulation
by: Tianxiang He, et al.
Published: (2024-11-01) -
Spectrum Sensing Meets ISAC: An Spectrum Detection Scheme for ISAC Services Based on Improved Denoising Auto-Encoder and CNN
by: Yuebo Li, et al.
Published: (2025-03-01) -
End-to-end seismic signals denoising via deep residual convolution and self-attention mechanisms
by: ZHAO Botao, et al.
Published: (2025-01-01) -
A Highly Robust Encoder–Decoder Network with Multi-Scale Feature Enhancement and Attention Gate for the Reduction of Mixed Gaussian and Salt-and-Pepper Noise in Digital Images
by: Milan Tripathi, et al.
Published: (2025-02-01) -
A Channel Attention-Based Denoising Autoencoder U-Net and Classifier (UNA-DAEC) for Signal Identification Under Challenging SNR Conditions
by: Ife Olalekan Ebo, et al.
Published: (2025-01-01)