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研究生: 詹智凱
Zhi-Kai Zhan
論文名稱: 適應性資源平衡分配演算法以減緩叢集小型基地台間干擾之研究
Adaptive Resource Balanced Allocation Algorithm for Eliminating Signal Interference between Small Cells in a Cluster
指導教授: 吳中實
Jung-Shyr Wu
口試委員:
學位類別: 碩士
Master
系所名稱: 資訊電機學院 - 通訊工程學系
Department of Communication Engineering
論文出版年: 2016
畢業學年度: 104
語文別: 中文
論文頁數: 75
中文關鍵詞: 叢集小型基地台ICIC/eICIC適應性資源平衡分配演算法QoSCQI
外文關鍵詞: small cell in a cluster, ICIC/eICIC, adaptive resource allocation algorithm, QoS, CQI
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  • 近年來,隨著小型基地台的布建密度越來越高,使用相同頻段的基地台將會出現更多基地台間干擾(Inter-cell interference)的問題,尤其是基地台邊緣的使用者會有很高的機率被其他的基地台的訊號干擾,傳統的Inter-Cell Interference Coordination (ICIC)機制在相鄰的基地台間使用不同的頻段,可以有效減緩叢集小型基地台間干擾問題。
    雖然傳統的ICIC觀念簡單且容易實作,但是對於頻譜的使用不夠彈性,因此,本論文中所提出的適應性資源平衡分配演算法(Adaptive Resource Balanced Allocation Algorithm, ARBA)將會動態分配資源區塊(Resource Blocks, RBs),演算法中將考慮到使用者的服務品質(Quality of Service, QoS)和通道品質(Channel Quality Indicator, CQI),依照各個基地台底下的使用者人數,以及當下基地台GBR與Non-GBR資料流的比例,計算出各個基地台的權重,再以權重大小來分配各個RB,基地台會藉由X2介面溝通來動態分配RB,用以提升整體吞吐量和滿意度,並在最後加入平衡持有比例的想法,讓較弱勢的基地台不會有拿不到資源的情況,來保有公平性,希望藉由了解各個基地台的需求,讓最適合的基地台來使用資源,使資源利用最佳化。


    Recently, as the density of the small cells is increased, the problem of inter-cell interference (ICI) is also increased, because the small cells use the same frequency in different cell. Especially for the cell edge users, the problem is more severe. In the traditional ICIC, the solution of eliminating the ICI is to use different frequency.
    Although the traditional solution is very simple and practical, the spectrum efficiency is not high enough. Therefore, the proposed adaptive resource balanced allocation algorithm (ARBA) of this study is to use dynamic allocation. We consider the users’ quality of service (QoS) and channel quality indicator (CQI). The calculation of weights is according to the number of the UEs and the ratio of the GBR flow. Then, allocate the resource blocks (RBs) to the cell by the weights of each cell. The cells use the X2 interface communication to dynamically allocate RBs and increase the throughput and satisfaction. To avoid the problem that the cell doesn’t get RB, the ideal of balance the resource portion of each cell is adopted to preserve the fairness. Understanding the requirement of the cells, the RBs can be allocated to the most suitable cell in order to optimize the utilization of the resource.

    摘要 i Abstract ii 致謝 iii 目錄 iv 圖目錄 vi 表目錄 ix 第一章 序論 1 1-1 前言 1 1-2 研究動機 1 1-3 論文架構 2 第二章 相關研究背景 3 2-1 LTE/LTE-A 3 2-1-1 LTE/LTE-A介紹 3 2-1-2 LTE/LTE-A系統架構 7 2-1-3 LTE/LTE-A訊框架構 9 2-1-4 通道品質指標(CQI) 10 2-1-5 服務品質(QoS) 11 2-2 ICIC與eICIC 13 2-3 封包排程演算法 15 2-3-1 PF排程演算法 16 2-3-2 M-LWDF排程演算法 17 第三章 系統架構與研究方法 18 3-1 基地台佈建情境 18 3-1-1 基地台佈建流程 18 3-1-2 小型基地台佈建情境 19 3-2 適應性資源平衡分配演算法 21 第四章 模擬與分析 38 4-1 模擬架構與參數設定 38 4-2 模擬數據與討論 40 4-2-1 吞吐量 41 4-2-2 公平性 50 4-2-3 滿意度 52 第五章 結論與未來研究 57 參考文獻 58

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