S Peng, S Sun, YD Yao - IEEE Transactions on Neural …, 2021 - ieeexplore.ieee.org
Modulation classification is one of the key tasks for communications systems monitoring, management, and control for addressing technical issues, including spectrum awareness …
S Chang, S Huang, R Zhang, Z Feng… - IEEE internet of things …, 2021 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is to identify the modulation type of a received signal, which plays a vital role to ensure the physical-layer security for Internet of Things …
S Hu, Y Pei, PP Liang, YC Liang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recently, classifying the modulation schemes of signals using deep neural network has received much attention. In this paper, we introduce a general model of deep neural network …
Automatic modulation classification (AMC), which aims to blindly identify the modulation type of an incoming signal at the receiver in wireless communication systems, is a fundamental …
T Li, Y Li, OA Dobre - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
In this paper, we study the automatic modulation classification in a non-orthogonal multiple access system. To mitigate the effect of interference, a likelihood-based algorithm and a …
R Zhang, Z Yin, Z Wu, S Zhou - Applied Sciences, 2021 - mdpi.com
Automatic Modulation Classification (AMC) is of paramount importance in wireless communication systems. Existing methods usually adopt a single category of neural network …
MC Park, DS Han - IEEE Access, 2021 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is an essential factor in dynamic spectrum access to fulfill the spectrum demand of 5G wireless communications for achieving high data rate …
D Wang, M Lin, X Zhang, Y Huang, Y Zhu - Sensors, 2023 - mdpi.com
In recent years, neural network algorithms have demonstrated tremendous potential for modulation classification. Deep learning methods typically take raw signals or convert …
Y Sun, EA Ball - IET Communications, 2022 - Wiley Online Library
Abstract Automatic Modulation Classification (AMC) is a rapidly evolving technology, which can be employed in software defined radio structures, especially in 5G and 6G technology …