Deep learning has become the most successful learning method in machine learning. While
deep learning provides a clear advantage over other machine learning methods, especially …

This short monograph contains the material expanded from two tutorials that the authors
gave, one at APSIPA in October 2011 and the other at ICASSP in March 2012. Substantial …

The considerable requests imposed on modern communication systems have inspired re-
evaluation of the existing well-defined and elaborated communication theory. It has become …

Increase in communication devices demand for more intelligent and robust communication
systems. In this work, we present our initial research on various aspects of combining deep …

This series is devoted to fundamentals and applications of modern methods of signal
processing and cutting-edge communication technologies. The main topics are information …

The purpose of this article is to introduce the readers to the emerging technologies enabled
by deep learning and to review the research work conducted in this area that is of direct …

Deep learning (DL) is indeed a core technology of the Fourth Industrial Revolution (4IR) and
has had a profound impact on various industries and applications. This technology is rooted …

The growth of artificial intelligence opened several horizons and fields that made
researchers more curious about the progress in this field, especially the growth of deep …

The application of deep learning in the communication physical layer is the mainstream
direction of future communication development. Compared with traditional communication …