| 研究生: |
簡鈺珊 Chien, Yu-Shan |
|---|---|
| 論文名稱: |
設備間毫米波網路之正交空間調變輔助頻譜共享方案 Quadrature Spatial Modulation Aided Spectrum Sharing Scheme for mmWave M2M 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: | 42 |
| 中文關鍵詞: | 毫米波 、設備直接通訊 、正交空間調變 、頻譜共享 、端對端延遲 |
| 外文關鍵詞: | mmWave, M2M, QSM, spectrum sharing, end-to-end delay |
| 相關次數: | 點閱:126 下載:0 |
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最近,新興的機器類型通信(MTC)在物聯網(IoT)中發揮著重要作用。為了支持對高速、高質量無線傳輸服務需求的增長,毫米波技術為大量設備提供了充足的頻譜資源和超高數據速率以及較低的延遲。在本文中,我們研究了設備間上行毫米波網路中頻譜共享暨正交空間調變輔助之延遲最小化方案(QDM),目標是最小化毫米波網路中上行鏈路的端到端延遲。本文嘗試在第二層設備中添加正交空間調製並研究如何改善延遲。配對算法旨在通過將第二層的設備兩兩配對配來最佳化整體通道容量。此外,我們提供了一種低複雜度的頻譜分配算法,第二層的設備與其中繼點共享頻譜,以解決中繼點的瓶頸效應。透過仿真結果驗證,我們提出的方案的性能比傳統的波束成形方案實現了更低的端對端排隊延遲。
Recently , the emerging machine type communication (MTC) plays an important role in the internet of things (IoT). In order to support the increase in demand for high-speed, high-quality wireless delivery services, mmWave technology provides ample spectrum resources and ultra-high data rate as well as low latency for a great number of devices. In this paper, we investigated the QSM-aided Delay Minimization (QDM) scheme to minimize the uplink end-to-end delay of the package in uplink mmWave networks. This purpose attempts to add Quadrature Spatial Modulation in tier 2 and investigate how to improve the latency. The pairing algorithm is developed to optimize the overall capacity by pairing many pairwise in tier 2. Furthermore, we proffer a low-complexity spectrum allocation algorithm that the pairwise in tier 2 share the spectrum with their relay to solve the bottleneck in relays. Verified by the simulation results, the performance of the QDM scheme accomplish lower package end-to-end queueing delay than the conventional beamforming scheme.
[1] R. Mesleh, S. S. Ikki, and H. M. Aggoune, “Quadrature spatial modulation,” IEEE Transactions on Vehicular Technology, vol. 64, no. 6, pp. 2738–2742, June 2015.
[2] T. Bai and R. W. Heath, “Coverage and rate analysis for millimeter-wave cellular networks,” IEEE Transactions on Wireless Communications, vol. 14, no. 2, pp.1100–1114, Feb. 2015.
[3] C. Han, B. Ai, L. Yang, and L. Liu, “Df-based cooperative spectrum sensing in multi-antenna cognitive radio network,” in 5th IET International Conference on Wireless, Mobile and Multimedia Networks(ICWMMN 2013), Nov. 2013.
[4] M. Bacco, L. Boero, P. Cassara, M. Colucci, A. Gotta, M. Marchese, and F. Patrone, “IoT applications and services in space information networks,” IEEE Wireless Communications, vol. 26, no. 2, pp. 31–37, Apr. 2019.
[5] Z. Yang, W. Xu, Y. Pan, C. Pan, and M. Chen, “Energy efficient resource allocation in machine-to-machine communications with multiple access and energy harvesting for iot,” IEEE Internet of Things Journal, vol. 5, no. 1, pp. 229–245, Feb. 2018.
[6] T. Lv, Y. Ma, J. Zeng, and P. Mathiopoulos, “Millimeter-Wave NOMA transmission in cellular M2M communications for internet of things,” IEEE Internet of Things Journal, vol. 5, no. 3, pp. 1989–2000, Jun. 2018.
[7] T. Xia, M. M. Wang, C. Jiang, J. Zhang, L. Wang, and X. You, “Practical machine-type communication for energy internet of things : An introduction,”IEEE Communications Standards Magazine, vol. 3, no. 1, pp. 48–59, March 2019.
[8] S. Ali, N. Rajatheva, and W. Saad, “Cooperative communications in machine to machine (m2m): Solutions, challenges and future work,” IEEE Access, vol. 6, pp.9750–9766, Feb. 2018.
[9] T. K. Vu, C.-F. Liu, M. Bennis, M. Debbah, M. Latva-aho, and C. S. Hong,“Ultra-reliable and low latency communication in mmwave-enabled massive mimo networks,” IEEE Communications Letters, vol. 21, no. 9, pp. 2041–2044, Sept. 2017.
[10] B. P. Sahoo, C.-C. Chou, C.-W. Weng, and H.-Y. Wei, “Enabling millimeter-wave 5g networks for massive iot applications: A closer look at the issues impacting millimeter-waves in consumer devices under the 5g framework,” IEEE Consumer Electronics Magazine, vol. 8, no. 1, pp. 49–54, Jan. 2019.
[11] G. Kalfas, C. Vagionas, A. Antonopoulos, E. Kartsakli, A. Mesodiakaki, S. Papaioannou, P. Maniotis, J. S. Vardakas, C. Verikoukis, and N. Pleros, “Next generation fiber-wireless fronthaul for 5g mmwave networks,” IEEE Communications Standards Magazine, vol. 57, no. 3, pp. 138–144, March 2019.
[12] 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.
[13] X. Yang, M. Matthaiou, J. Yang, C.-K. Wen, F. Gao, and S. Jin,“Hardwareconstrained millimeter-wave systems for 5g : Challenges, opportunities, and solutions,” IEEE Communications Magazine, vol. 57, no. 1, pp. 44–50, January 2019.
[14] G. Yang, M. Xiao, and H. V. Poor, “Low-latency millimeter-wave communications: Traffic dispersion or network densification?” IEEE Transactions on Communications, vol. 66, no. 8, pp. 3526–3539, Aug. 2018.
[15] Z. Chen and D. Smith, “Mmwave m2m networks: Improving delay performance of relaying,” IEEE Transactions on Wireless Communications, vol. 20, no. 1, pp.577–589, Jan. 2021.
[16] R. Mesleh, S. S. Ikki, and O. S. Badarneh, “Impact of cochannel interference on the performance of quadrature spatial modulation mimo systems,” IEEE Communications Letters, vol. 20, no. 10, pp. 1927–1930, Oct. 2016.
[17] A. Afana, R. Mesleh, S. Ikki, and I. E. Atawi, “Performance of quadrature spatial modulation in amplify-and-forward cooperative relaying,” IEEE Communications Letters, vol. 20, no. 2, pp. 240–243, Feb. 2016.
[18] A. Younis, Benghazi, N. Abuzgaia, R. Mesleh, and H. Haas, “Quadrature spatial modulation for 5g outdoor millimeter–wave communications : Capacity analysis,”IEEE Transactions on Wireless Communications, vol. 16, no. 5, pp. 2882–2890, March 2017.
[19] P. Liu, M. D. Renzo, and A. Springer, “Line-of-sight spatial modulation for indoor mmwave communication at 60 ghz,” IEEE Transactions on Wireless Communications, vol. 15, no. 11, pp. 7373–7389, Nov. 2016.
[20] S. Dhanasekaran and T. Reshma, “Full-rate cooperative spectrum sharing scheme for cognitive radio communications,” IEEE Communications Letters, vol. 22, no. 1, pp. 97–100, Jan. 2018.
[21] D. Malak, H. S. Dhillon, and J. G. Andrews, “Optimizing data aggregation for uplink machine-to-machine communication networks,” IEEE Trans. on Communications, vol. 64, no. 3, pp. 1274–1290, March 2016.
[22] C. Liu and R. Chai, “Energy efficient joint resource allocation and clustering algorithm for m2m communication systems,” in 2020 IEEE Wireless Communications and Networking Conference(WCNC), May 2020.
[23] W. Chang and C.-W. Wu, “High-speed concurrent transmission scheme for full duplex multi-hop relay assisted mmwave wpan networks,” IEEE Access (Special issue: Millimeter-Wave Communications: New Research Trends and Challenges, vol. 7, pp. 162 192–162 205, November 2019.
[24] Z. Chen and D. Smith, “How multi-hop relaying in mmWave communications improves uplink network latency,” in 2019 IEEE 90th Vehicular Technology Conference (VTC 2019-Fall), Nov. 2019.
[25] Z. Chen and D. B. Smith, “Socially optimal distributed user association for multihop machine-to-machine communications,” in 2018 IEEE International Conference on Communications(ICC), May 2018.
[26] M. S. Awal, D. A. Saha, and M. F. Uddin, “Delay and energy consumption analysis for m2m communication with data aggregation,” in 2020 IEEE International Conference on Wireless for Space and Extreme Environments(WiSEE), November 2020.
[27] G. H. Golub, M. W. Mahoney, P. Drineas, and L.-H. Lim, “Bridging the gap between numerical linear algebra, theoretical computer science, and data applications,” October 2006.
[28] A. Younis, R. Mesleh, and H. Haas, “Quadrature spatial modulation performance over nakagami-m fading channels,” IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 10 227–10 231, Dec. 2016.
[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] R. Jain, A. Durresi, and G. Babic, “Throughput fairness index: An explanation,”pp. 4–6, Dec. 1999.