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Interference Management for Relay-Aided Cellular Network : 중계기가 있는 셀룰레 네트워크를 위한 간섭 제어
DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | 노종선 | - |
dc.contributor.author | 김호연 | - |
dc.date.accessioned | 2018-11-12T00:57:46Z | - |
dc.date.available | 2018-11-12T00:57:46Z | - |
dc.date.issued | 2018-08 | - |
dc.identifier.other | 000000151958 | - |
dc.identifier.uri | https://hdl.handle.net/10371/143165 | - |
dc.description | 학위논문 (박사)-- 서울대학교 대학원 : 공과대학 전기·컴퓨터공학부, 2018. 8. 노종선. | - |
dc.description.abstract | In this dissertation, three main contributions are given as i) relay-aided interference
alignment (IA), ii) coded caching for cache-aided multiple-input multiple-output (MIMO) cellular network, and iii) inter-cell interference coordination (ICIC) based on cell zooming are considered. First, we propose an interference alignment scheme for the MIMO uplink cellular network with the help of a relay which operates in half-duplex mode. The proposed scheme only requires global channel state information (CSI) knowledge at the relay, with no transmitter beamforming and time extension at the user equipment (UE), which differ from conventional IA schemes for cellular networks. We derive the feasibility condition of the proposed scheme for the general cellular network configuration and analyze the degrees-of-freedom (DoF) performance of the proposed IA scheme while providing a closed-form beamformer design at the relay. Extensions of the proposed scheme to downlink and full-duplex cellular networks are also proposed. The DoF performance of the proposed schemes is compared to those of linear IA scheme and relay-aided interference management schemes for a cellular network with no time extension. It is also shown that advantages similar to those in the uplink case can be obtained for the downlink case through the duality of a relay-aided interfering multipleaccess channel (IMAC) and an interfering broadcast channel (IBC). Furthermore, the proposed scheme for a full-duplex cellular network is shown to have advantages identical to those of a number of proposed half-duplex cellular cases. Second, coded caching for cache-aided MIMO cellular network where each UE has cache with the help of full-duplex relay is proposed. The proposed scheme consists of inter-cell IA based on relay and coded multicasting based on base station (BS) beamforming. The normalized delivery time (NDT) performance analysis is given, where the achievable NDT of proposed scheme exploits multi-antenna gain on BSs and i UEs. Also, it has advantage of no decorrelator design at the UE side to receive multicast message. Closed-form of BS beamformer for coded caching is also described. Further, the description of proposed scheme when the relay is aware of demands of the cells is presented. Last, ICIC for self organizing cellular network is proposed, where each BS is not able to share information through backhaul to perform conventional ICIC schemes. Proposed ICIC scheme is based on distributed cell zooming, where non-cooperative game theory is used. Further, we show that proposed scheme can efficiently handle inter-cell interference and coverage hole problem in self organizing network by simulation result. | - |
dc.description.tableofcontents | Abstract i
Contents iii List of Tables vi List of Figures vii 1 INTRODUCTION 1 1.1 Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.2 Overview of Dissertation . . . . . . . . . . . . . . . . . . . . . . . . 4 1.3 Notations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 2 Preliminaries 7 2.1 MIMO Communication and Degrees of Freedom . . . . . . . . . . . 7 2.2 Interference Alignment . . . . . . . . . . . . . . . . . . . . . . . . . 9 2.3 Tensor Product . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2.4 Coded Caching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 2.5 Cell Zooming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 3 Relay-Aided Opposite Directional Interference Alignment for MIMO Cellular Networks 19 3.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 iii 3.2 IMAC-ODIA for Uplink Cellular Network . . . . . . . . . . . . . . . 19 3.2.1 System Model: Cellular Network with Single Relay . . . . . . 20 3.2.2 IMAC-ODIA for Symmetric Uplink Cellular Network . . . . 22 3.2.3 Existence of Relay Beamformer and Its Design . . . . . . . . 26 3.2.4 Achievable DoF of Symmetric Uplink Cellular Network with IMAC-ODIA . . . . . . . . . . . . . . . . . . . . . . . . . . 29 3.2.5 IMAC-ODIA for Asymmetric Uplink Cellular Network . . . 30 3.3 IBC-ODIA for Donwlink Cellular Network . . . . . . . . . . . . . . 31 3.3.1 System Model and Inter-Cell Interference Alignment . . . . . 32 3.3.2 Intra-Cell Interference Alignment by BS Beamforming . . . . 36 3.4 FD-ODIA for Full-Duplex Cellular Network . . . . . . . . . . . . . . 37 3.4.1 FD-ODIA for Full-Duplex Cellular Network . . . . . . . . . 38 3.4.2 Achievable DoF of Full-Duplex Cellular Network with FDODIA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41 3.5 Discussion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47 3.5.1 DoF Improvement without Time Extension . . . . . . . . . . 47 3.5.2 Possibility of Gain from Additional Relay Antennas . . . . . 50 3.5.3 IBC-ODIA for Anti-Jamming . . . . . . . . . . . . . . . . . 51 4 Coded Caching in Relay-Aided Cellular Network 54 4.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 54 4.2 System Model: Cache-Aided Cellular Network with Single Full-Duplex Relay . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 54 4.3 Coded Caching with Demand-Unaware Relay . . . . . . . . . . . . . 57 4.3.1 Placement Phase: Placement of Cache Contents at UEs . . . . 57 4.3.2 Delivery Phase: Inter-Cell Interference Alignment by Relay Beamforming . . . . . . . . . . . . . . . . . . . . . . . . . . 58 4.3.3 Delivery Phase: Coded Multicasting with BS Beamforming . 60 4.3.4 NDT Analysis . . . . . . . . . . . . . . . . . . . . . . . . . 65 iv 4.4 Coded Caching with Demand-Aware Relay . . . . . . . . . . . . . . 66 5 Inter-Cell Interference Coordination Based on Game Theory by Cell Zooming for Self-Organizing Cellular Network 68 5.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68 5.2 Non-Cooperative Game Theory . . . . . . . . . . . . . . . . . . . . . 69 5.3 Design of Utility Function Based on Neighboring Signal Power Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70 5.3.1 Design of Revenue Function . . . . . . . . . . . . . . . . . . 70 5.3.2 Design of Cost Function . . . . . . . . . . . . . . . . . . . . 71 5.3.3 Utility Function and Nash Equilibrium . . . . . . . . . . . . 72 5.3.4 Simulation Result . . . . . . . . . . . . . . . . . . . . . . . . 75 6 Conclusion 77 Abstract (In Korean) 85 | - |
dc.language.iso | en | - |
dc.publisher | 서울대학교 대학원 | - |
dc.subject.ddc | 621.3 | - |
dc.title | Interference Management for Relay-Aided Cellular Network | - |
dc.title.alternative | 중계기가 있는 셀룰레 네트워크를 위한 간섭 제어 | - |
dc.type | Thesis | - |
dc.description.degree | Doctor | - |
dc.contributor.affiliation | 공과대학 전기·컴퓨터공학부 | - |
dc.date.awarded | 2018-08 | - |
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