Recent Results of Machine Learning InspiredWireless Communications

Abstract

t is expected that in the future, main core tech-demonologies will be based on machine learning (ML) which is subsection of artificial intelligence (AI). So called intelligence will be embedded into Many futuristic applications like Internet-of-things (IoT), mobile communications, autonomous vehicles by resorting to the AI or ML. Moreover, it is a recent trend to deploy ML technology to 5G wireless communications to address challenges in physical layer design, decision making, network management and resource management. Thus, in this survey,the recent advances in ML and related methods in relation to wireless communications are reviewed, which are classified as:ML in wireless system applications, ML for optimizing wireless communication systems and also application of ML in 5G.Moreover, application of ML in 5G explores the utilization of MLin 5G resource management and 5G transmission technologies.Finally, future directions of ML in wireless communication is discussed.