Deep learning is a promising solution to a number of complex problems based on its
inherent capability to approximate almost all types of functions without the demand for …

Deep learning is a promising solution to a number of complex problems based on its
inherent capability to approximate almost all types of functions without the demand for …

With the continues expansion of the application boundary for wireless communications, the
application environment of wireless communications is becoming increasingly complex and …

Thesis Title Page 1 Deep Learning Techniques for Next Generation Wireless Networks A thesis
submitted to The University of Manchester for the degree of Doctor of Philosophy in the Faculty …

As a promising machine learning tool to handle the accurate pattern recognition from
complex raw data, deep learning (DL) is becoming a powerful method to add intelligence to …

Internet-connected mobile devices are increasing day by day in almost every domain which
created a surge in mobile data traffic so an advanced system is highly needed that can …

Deep learning offers an opportunity to address various problems. In wireless networks, deep
learning has been proposed to be used for various tasks, such as resource management …

Wireless communications are envisioned to bring about dramatic changes in the future, with
a variety of emerging applications, such as virtual reality, Internet of Things, and so on …

A comprehensive review to the theory, application and research of machine learning for
future wireless communications In one single volume, Machine Learning for Future Wireless …

Current wireless communication faces challenges of spectrum congestion, interference, and
accommodating Internet of Things and 5G demands. Artificial intelligence (AI) has recently …