High-order domain feature extraction technology for ocean acoustic observation signals: a review

C Zhu, T Cao, L Chen, X Dai, Q Ge, X Zhao - IEEE Access, 2023 - ieeexplore.ieee.org
For the acquisition of ocean observation information, the underwater acoustic signal is the
only known medium that can propagate over long distances in water. However, the …

Automatic modulation classification for short burst underwater acoustic communication signals based on hybrid neural networks

Y Li, B Wang, G Shao, S Shao - IEEE access, 2020 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is challenging for short burst underwater acoustic
(UWA) communication signals. Difficulties include but are not limited to the poor UWA …

Oversampling Based Imbalanced Signal Modulation Classification via Cosine-Distance and Distribution

J Bai, H Li, Y Wang, Z **ao, H Zhou… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Advances in communication technology have enabled signal modulation classification
(SMC) to be widely used in noncooperative identification situations, such as spectrum …

Automatic Modulation Recognition of Underwater Acoustic Signals Using a Two-Stream Transformer

J Li, Q Jia, X Cui, TA Gulliver, B Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Automatic modulation recognition (AMR) of underwater acoustic (UWA) signals is incredibly
challenging due to the complexity of UWA channels and the severity of ocean noise. In the …

Automatic modulation classification via instantaneous features

E Moser, MK Moran, E Hillen, D Li… - 2015 National Aerospace …, 2015 - ieeexplore.ieee.org
Automatic modulation classification has attracted a lot of interests in the research community
in recent years due to the advances in cognitive RF signal processing such as cognitive …

Modulation identification of underwater acoustic communications signals based on generative adversarial networks

X Yao, H Yang, Y Li - OCEANS 2019-Marseille, 2019 - ieeexplore.ieee.org
The modern military needs for information acquisition and processing make the modulation
identification of underwater acoustic communication signals become the focus of research …

Feature Fusion Based on Graph Convolution Network for Modulation Classification in Underwater Communication

X Yao, H Yang, M Sheng - Entropy, 2023 - mdpi.com
Automatic modulation classification (AMC) of underwater acoustic communication signals is
of great significance in national defense and marine military. Accurate modulation …

Automatic modulation classification for underwater acoustic communication signals based on deep complex networks

X Yao, H Yang, M Sheng - Entropy, 2023 - mdpi.com
Automatic modulation classification (AMC) is an important method for monitoring and
identifying any underwater communication interference. Since the underwater acoustic …

Hierarchical classification of analog and digital modulation schemes using higher-order statistics and support vector machines

B Yalcinkaya, RB Coruk, A Kara, H Tora - Wireless Personal …, 2024 - Springer
Automatic modulation classification (AMC) algorithms are crucial for various military and
commercial applications. There have been numerous AMC algorithms reported in the …

Carrier frequency and symbol rate estimation based on cyclic spectrum

CAO Sisi, Z Weiyan - Journal of Systems Engineering and …, 2020 - ieeexplore.ieee.org
Carrier frequency and symbol rate estimation are the main contents of parameter estimation,
which is the basis of modulation recognition and further processing of signals especially in …