In non-cooperative communication systems such as radio spectrum resource regulation and
modern electronic warfare, automatic modulation recognition is a key technology. Traditional …

Based on a comparative analysis of the Long Short-Term Memory (LSTM) and Gated
Recurrent Unit (GRU) networks, we optimize the structure of the GRU network and propose …

Signal automatic modulation classification refers to modulation methods which can
automatically classify and identify different communication signals. As the middle part of the …

This paper contributes to the growing field of Artificial Neural Networks (ANNs) strategies of
Automatic Modulation Identification (AMI) for Cognitive Radio (CR). Traditional AMI-based …

Automatic modulation classification (AMC) algorithms are crucial for various military and
commercial applications. There have been numerous AMC algorithms reported in the …

The modulation recognition technology for acoustic signals holds significant research
importance in signal demodulation and communication signal reconnaissance, serving as a …

In mobile communication, automatic modulation recognition of mobile signals has always
attracted attention. In the more and more complex electronic environment, the researchers …

Automatic Modulation Classification (AMC) is an essential technology that is widely applied
into various communications scenarios. In recent years, many Machine Learning and Deep …

Blind modulation classification (BMC) is a key technology for communication perception
intelligence, cognitive radio and electronic countermeasures. With the wide applications of …

This study explores the use of optical relay devices to provide dual-hop communication
between two devices using an FSO link without a base station. The central theme of this …