Ying Loong Lee
Vortragender Ying Loong Lee
Universiti Tunku Abdul Rahman
Titel „Joint Baseband and Radio Resource Allocation for 5G Network Slicing in Heterogeneous Cloud Radio Access Networks“
Zeit Freitag, 25. November 2022; 09:30 Uhr
Ort hybrid: via Zoom & Seminarraum 9 in Gebäude S2|20
Abstract
Network slicing is one of the key technologies of the fifth generation (5G) mobile communications for supporting various use cases with diverse quality of service (QoS) requirements. As each network slice is tailored to meet a specific set of QoS requirements, intelligent resource allocation becomes vital for network slicing. However, intelligent resource allocation that jointly consider throughput, power consumption, QoS and energy efficiency (EE) for network slicing has not been well studied. Therefore, in this talk, an intelligent, multiobjective resource allocation scheme that takes into account the aforementioned performance aspects for 5G network slicing under the architecture of heterogeneous cloud radio access network (H-CRAN) will be introduced. This resource allocation scheme encompasses allocation of baseband unit (BBU) pool resources among remote radio heads (RRHs), and resource block (RB) allocation among user equipment (UEs) by each RRH. In particular, the BBU resource allocation and the RB allocation are performed using a greedy algorithm and deep reinforcement learning algorithm respectively. Simulation results show that the proposed scheme can achieve a higher network throughput, better QoS provisioning and higher energy efficiency as compared with the baseline scheme.
Bio
Ying Loong Lee received the B.Eng. (Hons.) degree in electronics majoring in telecommunications and the Ph.D. degree from Multimedia University, Malaysia, in 2012 and 2017, respectively. He was a visiting researcher at National Chiao Tung University, Taiwan, under the NCTU Elite Internship Program in 2015, and at Guangxi University for Nationalities, China, under the ASEAN-Talented Young Scientist (Guangxi) Program in 2019. He is currently an Assistant Professor with the Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Malaysia. He is currently serving as the vice chair of the IEEE Council on RFID Malaysia Chapter. His current research interests include wireless communications for 5G and 6G.