Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

• Published in: IEEE Communications surveys and tutorials Vol. 22; no. 3; pp. 1472 - 1514
• Main Authors: Wang, Jingjing, Jiang, Chunxiao, Zhang, Haijun, Ren, Yong, Chen, Kwang-Cheng, Hanzo, Lajos
• Format: Journal Article
• Language: English
• Published: IEEE 01.01.2020
• Subjects: Ad hoc networks; classification; clustering; Clustering algorithms; deep learning; future wireless network; Internet of Things; Machine learning (ML); Maximum likelihood estimation; network association; regression; resource allocation; Wireless networks; Wireless sensor networks

Future wireless networks have a substantial potential in terms of supporting a broad range of complex compelling applications both in military and civilian fields, where the users are able to enjoy high-rate, low-latency, low-cost and reliable information services. Achieving this ambitious goal requ...