For the need of accurate radiation source target recognition, incorporating machine learning
technology represented by deep learning, this paper explores a new mechanism and …

With the rapid development of the communication industry in the fifth generation and the
advance towards the intelligent society of the sixth generation wireless networks, traditional …

Future wireless communications are becoming increasingly complex with different radio
access technologies, transmission backhauls, and network slices, and they play an …

With recent advances, Artificial Intelligence (AI) and Machine Learning (ML) approaches
have emerged to show great promise in the field of wireless communications. Although …

Deep learning (DL) has seen great success in the computer vision (CV) field, and related
techniques have been used in security, healthcare, remote sensing, and many other areas …

Due to the advancement in technologies, the next-generation wireless network will be very
diverse, complicated, and according to the changed demands of the consumers. The current …

A rudimentary question whether machine learning in general, or deep learning in particular,
could add to the well-established field of wireless communications, which has been evolving …

With the rapid development of modern communication systems, the amount of data has
exploded, the system structure has become increasingly complex, and existing …

Radio signal classification has a very wide range of applications in the field of wireless
communications and electromagnetic spectrum management. In recent years, deep learning …

The 5th generation (5G) mobile networks has been put into services across a number of
markets, which aims at providing subscribers with high bit rates, low latency, high capacity …