| 研究生: |
許哲維 ZHE-WEI XU |
|---|---|
| 論文名稱: |
非靜止衛星網路下基於鄰近節點緩存隊列狀態的動態路由方法 Dynamic Routing with Queue States of Neighborhood Nodes in Non-Geostationary Satellite Networks |
| 指導教授: |
胡誌麟
Chih-Lin Hu |
| 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: | 2023 |
| 畢業學年度: | 111 |
| 語文別: | 中文 |
| 論文頁數: | 52 |
| 中文關鍵詞: | 衛星網路 、動態路由 、附載平衡 |
| 外文關鍵詞: | satellite network, dynamic routing, load balancing |
| 相關次數: | 點閱:6 下載:0 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
由於地理人口分佈的不均和網路接入點的存在使得網路流量請求與傳輸呈現區域性的集中,因此使用衛星星座傳輸的流量將會呈現地域性的差異,而這會導致衛星網路裡部分衛星鏈路擁塞或未得充分利用的情形。在隨著各項網路服務的推展,流量需求持續增長的背景下,為了保證衛星網絡在吞吐量和延遲有更好的性能,本文提出一套基於緩存移轉狀態的動態平衡路由協議,使鄰近衛星能夠交換有關其鏈路緩存隊列的狀態,讓發送數據的衛星能夠衡量各鏈路的和適度,流量在衛星之間更好的分配,減少發送數據衛星與相鄰衛星因擁塞所導致的數據包丟失。為了評估路由算法的性能,本文的研究建立了一套基於 Python 的模擬環境,模擬在理想的 Iridium-like 星座系統下,不同演算法在衛星節點中傳輸的表現,根據實驗結果,本文的演算法在吞吐量、丟包率和流量分配相較於靜態路由、TLR 和 QSDR 演算法,取得了更好的表現。
Due to uneven geographical population distribution, the presence of network access points, network traffic requests, and transmissions exhibit regional concentration. Therefore, the use of Satellite constellation transmissions will result in regional differences in traffic, leading to congestion in some satellite links or underutilization. With the continuous growth of traffic demand driven by various network services, to ensure better performance in terms of throughput and latency for satellite networks, this study in this thesis proposes a dynamic balancing routing protocol based on the transfer state. This protocol enables neighboring satellites to exchange information about their link queue states and allows sending satellites to evaluate and adaptively distribute data among the links, thereby reducing data packet loss caused by congestion between sending satellites and adjacent satellites. To evaluate the performance of the routing algorithm, this study establishes a simulation environment based on Python, where the performance of different algorithms in satellite node transmissions is examined in an ideal Iridium-like constellation system. According to experimental results, the proposed algorithm outperforms static routing, TLR, and QSDR algorithms in terms of throughput, packet loss rate, and traffic distribution.
[1] T. L. Ericsson. (2021) Global mobile network data traffic and year-on-year growth (eb per month). [Online]. Available: https://www.ericsson.com/4ae28d/assets/local/reports-papers/
mobility-report/documents/2022/ericsson-mobility-report-november-2022.pdf
[2] SHODAN. (2014) All devices on the internet. [Online]. Available: https://www.reddit.com/r/dataisbeautiful/comments/2evjkz/i_pinged_all_
devices_on_the_internet_heres_a_map
[3] M. Lisi, Integration and Fusion of Space and Ground Technologies and Infrastructures,
2018.
[4] wikipedia. (2023) List of orbits. [Online]. Available: https://en.wikipedia.org/wiki/
List_of_orbits
[5] Y. Hauri, D. Bhattacherjee, M. Grossmann, and A. Singla, “”internet from space”
without inter-satellite links,” Proceedings of the 19th ACM Workshop on Hot Topics
in Networks, 2020.
[6] I. Leyva-Mayorga, B. Soret, B. Matthiesen, M. Röper, D. Wübben, A. Dekorsy,
and P. Popovski, “Ngso constellation design for global connectivity,” arXiv preprint
arXiv:2203.16597, 2022.
[7] M. Orabi, J. Khalife, and Z. Kassas, Opportunistic Navigation with Doppler Measurements from Iridium Next and Orbcomm LEO Satellites, 2021.
[8] G. Giambene, S. Kota, and P. Pillai, “Satellite-5g integration: A network perspective,” IEEE Network, vol. 32, no. 5, pp. 25–31, 2018.
[9] T. d. Cola and I. Bisio, “Qos optimisation of embb services in converged 5g-satellite
networks,” IEEE Transactions on Vehicular Technology, vol. 69, no. 10, pp. 12 098–
12 110, 2020.
[10] Z. Qu, G. Zhang, H. Cao, and J. Xie, “Leo satellite constellation for internet of
things,” IEEE Access, vol. 5, pp. 18 391–18 401, 2017.
[11] W. Liu, Y. Tao, and L. Liu, “Load-balancing routing algorithm based on segment
routing for traffic return in leo satellite networks,” IEEE Access, vol. 7, pp. 112 044–
112 053, 2019.
[12] T. Institute for Information Industry. (2021) Influence of inter-satellite laser
optical link communication technology from the development of low-orbit
satellites. [Online]. Available: https://www.iii.org.tw/focus/FocusDtl.aspx?f_type=
1&f_sqno=2JC8TOXXdDEffe%2FFICvXzQ__&fm_sqno=12
[13] M. Werner, C. Delucchi, H. J. Vogel, G. Maral, and J. J. D. Ridder, “Atm-based
routing in leo/meo satellite networks with intersatellite links,” IEEE Journal on
Selected Areas in Communications, vol. 15, no. 1, pp. 69–82, 1997.
[14] F. Jiang, Q. Zhang, Z. Yang, and P. Yuan, “A space–time graph based multipath
routing in disruption-tolerant earth-observing satellite networks,” IEEE Transactions
on Aerospace and Electronic Systems, vol. 55, no. 5, pp. 2592–2603, 2019.
[15] J. Jin, F. Tian, Z. Yang, H. Di, and G. Li, “A disruption tolerant distributed routing
algorithm in leo satellite networks,” Applied Sciences, vol. 12, p. 3802, 2022.
[16] G. Stock, J. A. Fraire, and H. Hermanns, “Distributed on-demand routing for leo
mega-constellations: A starlink case study,” in 2022 11th Advanced Satellite Multimedia Systems Conference and the 17th Signal Processing for Space Communications
Workshop (ASMS/SPSC), Conference Proceedings, pp. 1–8.
[17] Q. Chen, X. Chen, L. Yang, S. Wu, and X. Tao, “A distributed congestion avoidance
routing algorithm in mega-constellation network with multi-gateway,” Acta Astronautica, vol. 162, pp. 376–387, 2019.
[18] X. Qi, B. Zhang, and Z. Qiu, “A distributed survivable routing algorithm for megaconstellations with inclined orbits,” IEEE Access, vol. 8, pp. 219 199–219 213, 2020.
[19] Y. Zhu, L. Rui, X. Qiu, and H. Huang, “Double-layer satellite communication network routing algorithm based on priority and failure probability,” in 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC),
Conference Proceedings, pp. 1518–1523.
[20] C. Wang, H. Wang, and W. Wang, “A two-hops state-aware routing strategy based
on deep reinforcement learning for leo satellite networks,” Electronics, vol. 8, no. 9,
2019.
[21] C. Dong, X. Xu, A. Liu, and X. Liang, “Load balancing routing algorithm based on
extended link states in leo constellation network,” China Communications, vol. 19,
no. 2, pp. 247–260, 2022.
[22] T. Taleb, D. Mashimo, A. Jamalipour, K. Hashimoto, Y. Nemoto, and N. Kato,
“Sat04-3: Elb: An explicit load balancing routing protocol for multi-hop ngeo satellite constellations,” in IEEE Globecom 2006, Conference Proceedings, pp. 1–5.
[23] G. Song, M. Chao, B. Yang, and Y. Zheng, “Tlr: A traffic-light-based intelligent
routing strategy for ngeo satellite ip networks,” IEEE Transactions on Wireless Communications, vol. 13, no. 6, pp. 3380–3393, 2014.
[24] S. Liu, D. Wu, and L. Zhang, “A routing model based on multiple-user requirements
and the optimal solution,” IEEE Access, vol. 8, pp. 156 470–156 483, 2020.
[25] S. Li and F. Tang, “Load-balanced cooperative transmission in meo-leo satellite network,” in 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), Conference Proceedings, pp. 564–571.
[26] Y. Wang, X. Zhang, and T. Zhang, “A flooding-based routing algorithm for ads-b
packets transmission in leo satellite network,” in 2019 Integrated Communications,
Navigation and Surveillance Conference (ICNS), Conference Proceedings, pp. 1–9.
[27] H. Li, H. Zhang, L. Qiao, F. Tang, W. Xu, L. Chen, and J. Li, “Queue state based
dynamical routing for non-geostationary satellite networks,” pp. 1–8, 2018.