DGIST Scholar: Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems

Department of Electrical Engineering and Computer Science Theses Master

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Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems

Title: Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems

Subject: beam activation, user scheduling, power allocation, interference management, Lyapunov optimization

Description: beam activation, user scheduling, power allocation, interference management, Lyapunov optimization

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