W Xiao, Z Luo, Q Hu - Electronics, 2022 - mdpi.com
Since the emergence of 5G technology, the wireless communication system has had a huge data throughput, so the joint development of artificial intelligence technology and wireless …
In recent years, the increasing popularity of unmanned aerial vehicles (UAVs) has arisen from the emergence of cutting-edge technologies deployed in small and low-cost devices …
We present an automatic signal modulation classification model using combinatorial deep learning technique. Our proposed deep learning model increase accuracy for low Signal-to …
HS Ghanem, MR Shoaib, S El‐Gazar… - Transactions on …, 2022 - Wiley Online Library
This article focuses on automatic modulation classification (AMC) in wireless communication systems. A convolutional neural network (CNN) with three layers is introduced for the AMC …
A Parmar, KA Divya, A Chouhan… - 2023 15th International …, 2023 - ieeexplore.ieee.org
The Automatic Modulation Classification (AMC) approach is utilized to determine the nature of modulation. It is a significant job for intelligent receivers, essential components of future …
B Xu, C Luo, H Tang, UA Bhatti… - 2024 IEEE/CIC …, 2024 - ieeexplore.ieee.org
Artificial Intelligence-based Automatic Modulation Classification has recently garnered significant attention due to advancements in AI technology. It has greatly improved signal …
Y Sun, W Wu - Wireless Personal Communications, 2023 - Springer
Modulation recognition is an important research branch in the field of communication, which is widely used in civil and military fields. The classic methods depend on decision theory …
JD Ruikar, DH Park, SY Kwon, HN Kim - Electronics, 2024 - mdpi.com
Automatic modulation recognition (AMR) methods used in advanced wireless communications systems can identify unknown signals without requiring reference …
B Zang, X Gou, Z Zhu, L Long, H Zhang - Electronics, 2023 - mdpi.com
Automatic modulation classification (AMC) based on data-driven deep learning (DL) can achieve excellent classification performance. However, in the field of electronic …