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Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems
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Title
Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems
Alternative Title
MIMO 기반 5G 셀룰러 네트워크에서 유틸리티 최대화를 위한 현실적인 자원 할당 알고리즘
DGIST Authors
Joonpyo HongJeongho KwakYongjune Kim
Advisor
곽정호
Co-Advisor(s)
Yongjune Kim
Issued Date
2022
Awarded Date
2022/08
Citation
Joonpyo Hong. (2022). Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems. doi: 10.22677/thesis.200000629971
Type
Thesis
Subject
beam activation, user scheduling, power allocation, interference management, Lyapunov optimization
Description
beam activation, user scheduling, power allocation, interference management, Lyapunov optimization
Abstract
Table Of Contents
Chapter 1. Spatio-Temporal Power Sharing for Interference Management in 5G EdgeSON Architecture 1
1.1 Introduction 1
1.2 System Model 5
1.2.1 Network Model 5
1.2.2 Resource and Allocation Model 5
1.2.3 Link Model 7
1.3 Multi-tier IMPowerShare Algorithm 7
1.3.1 Problem Formulation 7
1.3.2 Algorithm Development 8
1.3.3 Algorithm Description 15
1.4 Performance Analysis 22
1.4.1 Simulation Setup 22
1.4.2 Simulation Results 23
1.5 Discussion 27
1.6 Conclusion 28
Chapter2. Sequential Beam, User, and Power Allocation for Interference Management in 5G mmWave Networks 29
2.1 Introduction 29
2.2 System Model 31
2.2.1 Network Model 31
2.2.2 Link Capacity Model 33
2.3 Problem Formulation and Algorithm Development 34
2.3.1 Problem Formulation 34
2.3.2 Algorithm Development 34
2.4 Performance Evaluation 40
2.5 Conclusion 40
URI
http://dgist.dcollection.net/common/orgView/200000629971
http://hdl.handle.net/20.500.11750/16794
DOI
10.22677/thesis.200000629971
Degree
Master
Department
Department of Electrical Engineering and Computer Science
Publisher
DGIST
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