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研究生: 蔡立誠
Tsai, Li-Cheng
論文名稱: 多點協調異質性網路使用非正交多重接取系統公平性之研究
Research of Fairness in Coordinated Multipoint Heterogeneous Networks with Non-Orthogonal Multiple Access
指導教授: 郭文光
Kuo, Wen-Kuang
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 電腦與通信工程研究所
Institute of Computer & Communication Engineering
論文出版年: 2019
畢業學年度: 107
語文別: 中文
論文頁數: 50
中文關鍵詞: 非正交多重接取(NOMA)多點協調傳輸非凸非線性規劃問題
外文關鍵詞: non-orthogonal multiple access(NOMA), coordinated multipoint(CoMP), nonlinear programming problem solving
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  • 隨著無線行動裝置和多媒體系統的蓬勃發展,人們對於網路服務的需求量與日俱增,但是由於頻寬資源有限,學者開始研究新的通訊技術來提升通道效益(Channel Efficiency),進而讓相同成本下的通訊系統可以為更多的使用者服務。非正交多重接取(NOMA)已經證實將在5G系統中當作研究對象。根據多項研究指出,我們預期在接收端使用NOMA with Successive Interference Cancellation(SIC)可以在通道效益與使用者公平性(user fairness)之間取得更好的平衡。並且,為了提供細胞邊緣(cell edge)使用者更好的服務品質,學者另外提出Cooperative NOMA,將以往的多點協調傳輸(CoMP),也就是合作式通訊系統架構加入NOMA with SIC,藉此讓功率分配更加彈性。在本篇論文中,我們將基於使用者吞吐量最大化最小公平性(Maxmin fairness)這項最佳化問題,探討Cooperative NOMA、NOMA與其他傳統網路架構在系統公平性之效能。由於原始模型為非凸(non-convex)非線性規劃問題(Non-Linear Programming),為NP-HARD問題。我們利用對數項之近似、piecewise-RLT等方式使得原始模型可以被求解,最後利用CPLEX求解軟體求出最佳解並分析結果。

    In this study ,we investigates a power allocation problem for maximizing the minimum achievable users’ throughput in downlink coordinated multipoint(CoMP) with non-orthogonal multiple access (NOMA) using successive interference cancellation (SIC).First, non-orthogonal multiple access (NOMA) is one of the promising candidates in 5G system. NOMA offer a set of benefits, including great channel gain and spectrum efficiency. Second, we combine CoMP in able to enhance the quality of service for the Cell edge user in Heterogeneous Network. The original mathematical model of the network is a nonlinear programming problem. Converting the original model into a mixed integer linear programming problem with piecewise-RLT and mathematical approximate skills of the logarithmic term. Finally, using C++ combined with CPLEX to simulate, get the best solution of the whole model.

    摘要 I Extended Abstract II 致謝 VII 目錄 VIII 圖目錄 IX 表目錄 X 第一章 緒論 1 1-1研究背景 1 1-2研究目的及動機 2 1-3論文架構 3 第二章 系統架構 4 2-1合作式系統架構 4 2-2 Downlink NOMA系統架構 8 2-3數學模型 10 2-4模型總結 20 第三章 求解過程 25 3-1 Piecewise-RLT 25 3-2 LOG對數簡化 29 3-3 MILP模型總結 31 3-4求解方式 38 第四章 模擬結果 40 4-1環境參數 40 4-2環境設定 41 4-3模擬結果 42 第五章 結論 48 參考文獻 49

    [1] Gaurav Nigam, Paolo Minero and Martin Haenggi, "Coordinated Multipoint Joint Transmission in Heterogeneous Networks," IEEE Transactions on Communications, vol. 62, no. 11, pp. 4134 - 4146, Nov. 2014.
    [2] Selcuk Bassoy, Hasan Farooq, Muhammad A. Imran and Ali Imran, "Coordinated Multi-Point Clustering Schemes: A Survey," IEEE Communications Surveys & Tutorials, vol. 19, no. 2, pp. 743 - 764, Secondquarter 2017.
    [3] Nagisa Otao, Yoshihisa Kishiyama and Kenichi Higuchi, "Performance of Non-orthogonal Access with SIC in Cellular Downlink Using Proportional Fair-Based Resource Allocation," International Symposium on Wireless Communication Systems (ISWCS), 28-31 Aug. 2012.
    [4] S. M. Riazul Islam, Nurilla Avazov, Octavia A. Dobre and Kyung-sup Kwak, "Power-Domain Non-Orthogonal Multiple Access (NOMA) in 5G Systems: Potentials and Challenges," IEEE Communications Surveys & Tutorials, vol. 19, no. 2, pp. 721-742, 25 Oct. 2017.
    [5] Zhiguo Ding, Mugen Peng and H. Vincent Poor, "Cooperative Non-Orthogonal Multiple Access in 5G Systems," IEEE COMMUNICATIONS LETTERS, vol. 19, no. 8, pp. 1462 - 1465, Jun. 2015.
    [6] Stelios Timotheou and Ioannis Krikidis, "Fairness for Non-Orthogonal Multiple Access in 5G Systems," IEEE SIGNAL PROCESSING LETTERS, vol. 22, no. 10, pp. 1647 - 1651, 26 Mar. 2015.
    [7] Akram Bin Sediq, Ramy H. Gohary, Rainer Schoenen and Halim Yanikomeroglu, "Optimal Tradeoff Between Sum-Rate Efficiency and Jain’s Fairness Index in Resource Allocation," IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, vol. 12, no. 7, pp. 3496 - 3509, 26 Jun. 2013.
    [8] Ahmed Hamdi Sakr and Ekram Hossain, "Location-Aware Cross-Tier Coordinated Multipoint Transmission in Two-Tier Cellular Networks," IEEE Transactions on Wireless Communications, vol. 13, no. 11, pp. 6311 - 6325, Nov. 2014.
    [9] 3GPP TR 36.814 V9.0.0, "Further Advancements for E-UTRA Physical," Mar. 2010.
    [10] Anass Benjebbour, Yuya Saito, Yoshihisa Kishiyama, Anxin Li, Atsushi Harada and Takehiro Nakamura, "Concept and practical considerations of non-orthogonal multiple access (NOMA) for future radio access," 2013 International Symposium on Intelligent Signal Processing and Communication Systems, Nov. 2013.
    [11] S. Vanka, S. Srinivasa, Z. Gong, P. Vizi, K. Stamatiou and M. Haenggi, "Superposition Coding Strategies:Design and Experimental Evaluation," IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, vol. 11, no. 7, pp. 2628 - 2639, Jul. 2012.
    [12] Yuanwei Liu, Zhijin Qin, Maged Elkashlan, Arumugam Nallanathan and Julie A. McCann, "Non-Orthogonal Multiple Access in Large-Scale Heterogeneous Networks," IEEE Journal on Selected Areas in Communications, vol. 35, no. 12, pp. 2667 - 2680, Dec. 2017.
    [13] Zhengxuan Liu, Guixia Kang, Lei Lei, Ningbo Zhang and Shuang Zhang, "Power Allocation for Energy Efficiency Maximization in Downlink CoMP Systems with NOMA," 2017 IEEE Wireless Communications and Networking Conference (WCNC), Mar. 2017.
    [14] Yue Tian, Shani Lu, Andy Nix and Mark Beach, "A Novel Opportunistic NOMA in Downlink Coordinated Multi-Point Networks," 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall), Sept. 2015.
    [15] C.E. Gounaris, R. Misener and C.A. Floudas, "Computational comparison of piecewise-linear relaxations for pooling problems," Ind. Eng. Chem. Res., pp. 5742-5766, May 2009.
    [16] John E. Mitchell, "Branch-and-Cut Algorithms for Combinatorial Optimization Problems," Oxford University Press, Troy, NY, USA, 2002.

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