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Spatio-Temporal Degree of Freedom: Interference Management in 5G Edge SON Networks

Title
Spatio-Temporal Degree of Freedom: Interference Management in 5G Edge SON Networks
Author(s)
Hong, JoonpyoCho, Yun HeeKim, Sung KyungNa, Jee-HyeonKwak, Jeongho
Issued Date
2021-01-13
Citation
35th International Conference on Information Networking (ICOIN 2021), pp.491 - 494
Type
Conference Paper
ISBN
9781728191003
ISSN
1976-7684
Abstract
According to Cisco's recent white paper, the usage of mobile data is exponentially increasing by 2022, namely 330% enhancement compared to 2017. Therefore, improvement of network capacity can be placed on the top priority in the future 5G/6G network systems. To tackle this issue, in this paper, we develop a small cell interference management technology with controls of transmission power of base stations (BSs) and user scheduling under edge SON (Self-Organizing Networks) architecture. In order to resolve the severe interference problem as the cell size decreases, this paper proposes an idea to share power in time and space, and develop the joint transmission power and user scheduling algorithm in each time slot aiming to maximize sum utilities of all users leveraging the Lyapunov optimization framework. Finally, we verify and compare the performance of the proposed algorithm and comparing algorithms in the multicell and multi-user scenario. © 2021 IEEE.
URI
http://hdl.handle.net/20.500.11750/46953
DOI
10.1109/ICOIN50884.2021.9333899
Publisher
IEEE Computer Society
Related Researcher
  • 곽정호 Kwak, Jeongho
  • Research Interests 클라우드 컴퓨팅; 엣지컴퓨팅; 네트워크 자원관리; 모바일 시스템
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Department of Electrical Engineering and Computer Science Intelligent Computing & Networking Laboratory 2. Conference Papers

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