Unsupervised Machine Learning in 6G Networks -State-of-the-art and Future Trends
Vasileios P. Rekkas, Sotirios P. Sotiroudis, Panagiotis Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Abstract
Wireless communication systems play a very crucial role for business, commercial, health and safety applications. With the commercial deployment of fifth generation (5G), academic and industrial research focuses on the sixth generation (6G) of wireless communication systems. Artificial Intelligence (AI) and especially Machine Learning (ML), will be a key component of 6G systems. Here, we present an up-to-date review of future 6G wireless systems and the role of unsupervised ML techniques in them.
Topics & Concepts
Software deploymentComputer scienceWirelessKey (lock)Component (thermodynamics)Unsupervised learningState (computer science)Artificial intelligenceWireless networkTelecommunicationsComputer securitySoftware engineeringAlgorithmThermodynamicsPhysicsWireless Signal Modulation ClassificationAdvanced Wireless Communication TechnologiesAdvanced biosensing and bioanalysis techniques