Deep learning based automatic modulation recognition: Models, datasets, and challenges

F Zhang, C Luo, J Xu, Y Luo, FC Zheng - Digital Signal Processing, 2022 - Elsevier
Automatic modulation recognition (AMR) detects the modulation scheme of the received
signals for further signal processing without needing prior information, and provides the …

Lightweight automatic modulation classification via progressive differentiable architecture search

X Zhang, X Chen, Y Wang, G Gui… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is a key step of signal demodulation that
determines whether the receiver can correctly receive the transmitted signal without prior …

The importance of expert knowledge for automatic modulation open set recognition

T Li, Z Wen, Y Long, Z Hong, S Zheng… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is an important technology for the monitoring,
management, and control of communication systems. In recent years, machine learning …

Automatic modulation recognition of dual-component radar signals using ResSwinT–SwinT network

B Ren, KC Teh, H An… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Automatic modulation recognition plays an important role in military and civilian
applications, identifying the modulation format of received signals before signal …

OFDM Modulation Classification Using Cross-SKNet with Blind IQ Imbalance and Carrier Frequency Offset Compensation

B Ren, KC Teh, H An… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Automatic modulation classification (AMC) plays a vital role in military and civilian
applications, which identifies the modulation schemes of received signals before signal …

A Super-Resolution Data Processing for Automatic Modulation Classification Based on Tree Compression Networks

S Aer, Z Wang, K Wang, X Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Automatic modulation classification (AMC) algorithms play a vital role in modern
noncooperative communication systems and are widely used for malicious attack analysis …

Automatic Modulation Classification for NLOS 5G Signals with Deep Learning Approaches

M Abdollahi, R Sabzalizadeh… - … Networks and Mobile …, 2023 - ieeexplore.ieee.org
The Automatic Modulation Classification (AMC) technique identifies the modulation scheme
used in a received signal automatically without any prior knowledge or manual intervention …

Joint Communication and Sensing Prospects: Potential Through Visible Light

Z Salem, C Krutzler, A Peter - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Joint Communication and Sensing (JCS) emerges as a crucial technology composed to
revolutionize forthcoming wireless systems. Acknowledged as both a vital technology and a …

A novel graph neural network-based framework for automatic modulation classification in mobile environments

P Ghasemzadeh - 2023 - search.proquest.com
Automatic modulation classification (AMC) refers to a signal processing procedure through
which the modulation type and order of an observed signal are identified without any prior …

Частотне рознесення сигналів в цифрових тропосферних системах передачі

ВМ Почерняєв, НМ Сивкова… - Системи озброєння і …, 2024 - journal-hnups.com.ua
Анотація В статті досліджується ущільнення за часом інформаційних сигналів з
сигналами зондування, передача службових сигналів сигналами зондування та оцінка …