日期：2020-01-15 点击量： 198次
Prof. Md. Jalil Piran
Sejong University, Seoul, South Korea
Research Area: Machine learning in wireless communications, Resource allocation and management in wireless networks, HetNets, and IoT Multimedia communication, streaming, adaptation, and QoE
Title: Wireless communications meets artificial intelligence; towards 6G
Abstract: According to exposing the inherent constraints of the fifth-generation of the cellular network (5G) and the emerging applications and services with stringent requirements (e.g. latency, energy/bit, traffic capacity, peak data rate, and reliability), telecom researchers are turning their attention to conceptualize the next generation of wireless communications, i.e. 6G. In this talk, 6G challenges, requirements, and trends are investigated. Furthermore, the contributions of artificial intelligence (AI) and machine learning (ML) techniques to 6G as well as future mobile phones are discussed. Particularly, the use of Federated Learning (FL) in 6G is explained in detail. Based on the requirements and solutions, some new fascinating services and use-cases of 6G are identified, which can not be supported by 5G appropriately. Moreover, some research directions will be defined that lead to the successful conceptualization and implementation of 6G.