研究生: |
吳柏恩 Wu, Po-En |
---|---|
論文名稱: |
非正交多重接取下行系統之偵測效能保證之使用者選擇與功率分配技術 User Selection and Power Allocation for Detection-Performance Guarantee in Downlink Non-Orthogonal Multiple Access Systems |
指導教授: |
王晉良
Wang, Chin-Liang |
口試委員: |
陳永芳
Chen, Yung-Fang 黃昱智 Huang, Yu-Chih 吳東興 Wu, Dong-Shing |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 通訊工程研究所 Communications Engineering |
論文出版年: | 2018 |
畢業學年度: | 106 |
語文別: | 英文 |
論文頁數: | 27 |
中文關鍵詞: | 偵測效能 、非正交多重存取 、功率分配 、傳輸量 、使用者選擇 、訊雜比 |
外文關鍵詞: | detection performance, non-orthogonal multiple access (NOMA), power allocation, capacity, user selection, signal-to-noise ratio (SNR) |
相關次數: | 點閱:2 下載:0 |
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在本篇論文中,我們對於非正交多重接取下行系統之功率分配與使用者選擇進行探討,此系統中包含一個單一天線的基地台(Base Station)作為訊號源,並有N個單一天線的使用者在其服務範圍之中。在考慮總系統功率、各別使用者的傳輸率需求(Quality-of-Service)以及連續干擾消除(SIC)效能三項限制下,我們針對系統傳送容量最大化之最佳化問題為目標函數,在使用者數量為任意的情形下,得出最佳功率分配之閉合形式解,並透過此功率分配法發展使用者選擇演算法。透過使用者間訊雜比(SNR)的分析,我們提出一個有效降低搜尋複雜度之演算法,同時保障連續干擾消除以及解調訊號的能力,找出每次傳輸單一群組所能支持之最大用戶數量。另外,對於所提出之單天線最佳功率分配及使用者選擇方法,也可透過轉換有效的應用於多天線系統當中。我們將此方法與傳統的正交多重接取系統作比較,模擬結果顯示所提出之功率分配與使用者選擇演算法可以明顯地穩定系統效能,並大幅提升系統的傳輸容量。
In this thesis, we consider power allocation and user selection for a downlink non-orthogonal multiple access (NOMA) system with a base station and N users in the cell. A sum-capacity maximization problem for the single-input, single-output (SISO) case is formulated in terms of power allocation among an arbitrary number of users under a total power constraint and a quality-of-service condition that the minimum rate requirement of each user is satisfied. A closed-form power allocation solution to the problem is derived and then used to develop a user selection method to maximize the number of users in a cluster for NOMA transmission subject to a detection performance requirement with guaranteed successive interference cancellation and a minimum transmit signal-to-noise ratio. Using full search for the optimization of user clustering among N users is complicated, so we sort all users according to their channel gains in descending order and determine the optimal number of NOMA users iteratively to reduce the complexity. At each iteration, all the users are partitioned into several groups and the leading user of each group is clustered for NOMA transmission. The combined user selection and power allocation method for the SISO case can be extended to a multiple-input multiple-output scenario. Computer simulation results demonstrate the effectiveness of the proposed scheme.
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