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研究生: 葉謹誠
Yeh, Chin-Cheng
論文名稱: 多跳設備間通訊網路中非正交多工輔助之瓶頸效應消除機制
NOMA-Aided Bottleneck Elimination for Multi-hop D2D Network
指導教授: 張志文
Chang, Chih-Wen
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: 2021
畢業學年度: 109
語文別: 英文
論文頁數: 41
中文關鍵詞: 毫米波 、裝置間直接通訊 、非正交多工 、瓶頸效應
外文關鍵詞: mmWave, D2D, NOMA, bottleneck
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  • 在第五代 (5G) 無線通訊系統中,使用毫米波(mmWave)搭配設備到設備(D2D)通信被認為是有希望的科技以提供更好的服務質量(QoS)。 除此之外,將非正交多工(NOMA)併發傳輸技術嵌入D2D毫米波通信網絡是提高頻譜利用率的重要突破之一。在本文中,我們研究了一種 NOMA 輔助瓶頸效應消除 (NABE) 方案,以提高毫米波網絡中的頻譜效率。試圖利用NOMA技術,優化NOMA功率分配係數來消除瓶頸問題。通過仿真結果驗證,我提出的 NABE 方案的性能優於傳統的全雙工方案。

    Recently, device-to-device (D2D) communication using millimeter-wave (mmWave) is considered to be a promising technology to provide better Quality of Service (QoS) in the fifthgeneration (5G) wireless communication system. Moreover, embedding the non-orthogonal multiple access (NOMA) concurrent transmission technology into D2D mmWave communication network is one of the important breakthroughs to increase spectrum utilization. In this paper, we investigated a NOMA-Aided Bottleneck Elimination (NABE) scheme to improve the spectrum efficiency in mmWave network. This purpose attempts to use NOMA technology, optimal the coefficient of NOMA power allocation to eliminate the bottleneck problem. Verified by the simulation results, the performance of my proposed NABE scheme is better than the conventional full-duplex scheme.

    Chinese Abstract i English Abstract ii Acknowledgments iii Contents iv List of Tables vi List of Figures vii List of Variables viii List of Acronyms x 1 Introduction 1 2 Literature Survey 3 2.1 The power allocation for NOMA scheme 3 2.2 The user scheduling for NOMA scheme 4 2.3 The half-duplex mmWave relay network 5 3 Background Knowledge 6 3.1 mmWave 6 3.2 Antenna Array 7 3.3 Beamforming 8 3.4 Wireless communication channel 9 3.5 Device-to-Device (D2D) 10 3.6 Non-Orthogonal Multiple Access (NOMA) 13 4 System Model 15 4.1 Propagation Model 16 4.2 Channel Model 16 4.3 SINR Expression 17 5 Problem Formulation 20 5.1 Problem Formulation 20 5.1.1 Find the NOMA Link Algorithm 22 5.1.2 Antenna Angle Issue 22 5.1.3 Power Allocation (PA) 22 6 Simulation Results 24 6.1 Simulation Setup 24 6.2 Simulation Results 26 6.2.1 Effectiveness of the proposed scheme 26 6.2.2 Impact of the number of antenna 32 6.2.3 Impact of Self-interference 33 6.2.4 Impact of average NOMA pair numbers and the percentage of the NOMA pair feasibility 34 7 Conclusions and Future Works 36 Bibliography 37 Vita 41

    [1] A. Goldsmith, Wireless Communications-Cambridge University Press. Cambridge University Press, 2005.
    [2] N. Saxena, F. H. Kumbhar, and A. Roy, "Exploiting social relationships for trustworthy d2d relay in 5g cellular networks," IEEE Communications Magazine, vol. 58, no. 2, pp. 48-53, February 2020.
    [3] Y. Li, Z. Zhang, W. Wang, and H. Wang, "Concurrent transmission based stackelberg game for d2d communications in mmwave networks," in IEEE International Conference on Communications (ICC), May 2017.
    [4] G. Kalfas, C. Vagionas, A. Antonopoulos, E. Kartsakli, A. Mesodiakaki, S. Papaioannou, P. Maniotis, J. S. Vardakas, C. Verikoukis, and N. Pleros, "Next generation ber-wireless fronthaul for 5g mmwave networks," IEEE Communications Standards Magazine, vol. 57, no. 3, pp. 138-144, March 2019.
    [5] J. Huang, Y. Liu, C.-X. Wang, J. Sun, and H. Xiao, "5g millimeter wave channel sounders, measurements, and models: Recent developments and future challenges," IEEE Communications Standards Magazine, vol. 57, no. 1, pp. 138-145, January 2019.
    [6] D. Kumar, S. K. Joshi, and A. Tlli, "Latency-aware reliable mmwave communication via multi-point connectivity," in GLOBECOM 2020 - 2020 IEEE Global Communications Conference, Dec. 2020.
    [7] Y. N. L. Yu, Y. Li, Z. Zhong, and B. Ai, "Device-to-device communications enabled energy efficient multicast scheduling in mmwave small cells," IEEE Transactions on Communications, vol. 66, no. 3, pp. 1093-1109, March 2018.
    [8] Y. Niu, L. Yu, Y. Li, Z. Zhong, and B. Ai, "Device-to-device communications enabled multicast scheduling for mmwave small cells using multi-level codebooks," IEEE Transactions on Vehicular Technology, vol. 68, no. 3, pp. 2724-2738, March 2019. 37
    [9] G. H. Sim, A. Loch, A. Asadi, V. Mancuso, and J. Widmer, "5g millimeterwave and d2d symbiosis: 60 ghz for proximity-based services," IEEE Wireless Communications, vol. 24, no. 4, pp. 140{145, Aug. 2017.
    [10] S. Wu, R. Atat, N. Mastronarde, and L. Liu, "Improving the coverage and spectral efficiency of millimeter-wave cellular networks using device-to-device relays," IEEE Transactions on Communications, vol. 66, no. 5, pp. 2251-2265, May 2018.
    [11] F. H. Kumbhar, N. Saxena, and A. Roy, "Reliable relay: Autonomous social d2d paradigm for 5g los communications," IEEE Communications Letters, vol. 21, no. 7, pp. 1593-1596, July 2017.
    [12] R. I. Ansari, C. Chrysostomou, S. A. Hassan, M. Guizani, S. Mumtaz, J. Rodriguez, and J. J. Rodrigues, "5g d2d networks: Techniques, challenges, and future prospects," IEEE Systems Journal, vol. 12, no. 4, pp. 3970-3984, Dec. 2018.
    [13] B. Ma, H. Shah-Mansouri, and V. W. S. Wong, "Full-duplex relaying for d2d communication in millimeter wave-based 5g networks," IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp. 4417-4431, July 2018.
    [14] D. Panno and S. Riolo, "A new centralized access control scheme for d2d-enabled mmwave networks," IEEE Access, vol. 7, pp. 80 697-80 716, July 2019.
    [15] W. Chang and J.-C. Teng, "Energy efficient relay matching with bottleneck effect elimination power adjusting for full-duplex relay assisted d2d networks using mmwave technology," IEEE Access, vol. 6, pp. 3300-3309, January 2018.
    [16] S. Solaiman, L. Nassef, and E. Fadel, "User clustering and optimized power allocation for d2d communications at mmwave underlaying mimo-noma cellular networks," IEEE Access, vol. 9, pp. 57 726-57 742, April 2021.
    [17] M. B. Shahab, R. Abbas, M. Shirvanimoghaddam, and S. J. Johnson, "Grant-free non-orthogonal multiple access for iot : A survey," IEEE Communications Surveys & Tutorials, vol. 22, no. 3, pp. 1805-1838, thirdquarter 2020.
    [18] X. Liu, B. Lin, and M. Z. M. Jia, "Noma-based cognitive spectrum access for 5g-enabled internet of things," IEEE Network(Early Access), pp. 1-8, May 2021. 38
    [19] Z. Ding, P. Fan, and H. V. Poor, "Impact of user pairing on 5g nonorthogonal multiple-access downlink transmissions," IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6010-6023, Aug. 2016.
    [20] L. Dai, B. Wang, Y. Yuan, S. Han, I. Chih-lin, and Z. Wang, "Non-orthogonal multiple access for 5g: solutions, challenges, opportunities, and future research trends," IEEE Communications Magazine, vol. 53, no. 9, pp. 74-81, September 2015.
    [21] B. Di, L. Song, and Y. Li, "Sub-channel assignment, power allocation, and user scheduling for non-orthogonal multiple access networks," IEEE Transactions on Wireless Communications, vol. 15, no. 11, pp. 7686-7698, Nov. 2016.
    [22] H. Tabassum, M. S. Ali, E. Hossain, M. J. Hossain, and D. I. Kim, "Uplink vs. downlink noma in cellular networks: Challenges and research directions," in 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), June 2017.
    [23] M. R. G. Aghdam, S. M. Pishvaei, R. Abdolee, B. M. Tazehkand, and F. T. Miandoab, "User grouping and optimal random beamforming in mmwave mimonoma transmission systems," in 2019 IEEE 20th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM), June 2019.
    [24] J.-B. Kim, I.-H. Lee, and J. Lee, "Capacity scaling for d2d aided cooperative relaying systems using noma," IEEE Wireless Communications Letters, vol. 7, no. 1, pp. 42-45, Feb. 2018.
    [25] A. Nasser, O. Muta, H. Gacanin, and M. Elsabrouty, "Joint user pairing and power allocation with compressive sensing in noma systems," IEEE Wireless Communications Letters, vol. 10, no. 1, pp. 151-155, Jan. 2021.
    [26] T. Manglayev, R. C. Kizilirmak, and Y. H. Kho, "Optimum power allocation for non-orthogonal multiple access (noma)," in 2016 IEEE 10th International Conference on Application of Information and Communication Technologies(AICT), Oct. 2016. 39
    [27] S. Lee and J. H. Lee, "Joint user scheduling and power allocation for energy efficient millimeter wave noma systems with random beamforming," in 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), Aug. 2018.
    [28] X. Song, Y. H. Ezzeldin, G. Caire, and C. Fragouli, "Efficient beam scheduling for half-duplex mmwave relay networks," in IEEE Transactions on Communications ( Early Access ), June 2021.
    [29] E. Turgut and M. C. Gursoy, "Uplink performance analysis in D2D-enabled millimeter-wave cellular networks with clustered users," IEEE Trans. on Wireless Communications, vol. 18, no. 2, pp. 1085-1100, Feb. 2019.
    [30] C. Psomas, M. Mohammadi, I. Krikidis, and H. A. Suraweera, "Impact of directionality on interference mitigation in full-duplex cellular networks," IEEE Transactions on Wireless Communications, vol. 16, no. 1, pp. 487-502, Jan. 2017.
    [31] H. Holma and A. Toskala, LTE for UMIS OFDMA and SC-FDMA Based Radio Access. Hoboken, New Jersey: Wiley, 2009.

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