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博碩士論文 etd-0620118-153818 詳細資訊
Title page for etd-0620118-153818
論文名稱
Title
車載網路之緊急合作式資料交換
Urgent Cooperative Data Exchange in a Vehicular Network
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
82
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2018-07-16
繳交日期
Date of Submission
2018-07-24
關鍵字
Keywords
實體層速率調控、資料交換、網路編碼、逆向歸納法、車載網路
vehicular networks, backward induction, NP-complete, PHY rate adaptation, data exchange, network coding
統計
Statistics
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中文摘要
在本論文中,我們考慮在車載網路的環境中,透過傳輸速率調控和網路編碼來處理緊急合作式資料交換的問題(urgent cooperative data exchange problem,簡稱UCDE problem)。對於UCDE問題,我們簡述如下:假設某個WiMAX(Worldwide Interoperability for Microwave Access)或LTE(Long Term Evolution)基地台傳送M個資料封包給一群車輛。由於車輛處在行駛狀態,且受到long-term path-loss、shadowing和short-term fading的影響,不見得每台車都能正確地收到這M個封包。假設車輛附近有路側設備(roadside unit,簡寫成RSU,例如WiFi access point)的存在。那麼我們希望能透過RSU的協助,使得RSU涵蓋範圍內的車輛能在三回合的資料傳輸之內盡可能地獲得M個資料封包。窮盡我們所知,目前尚未有任何文獻在探討UCDE問題。本論文的貢獻如下:我們證明UCDE問題為NP-complete問題。接著我們將UCDE問題轉換為一個效用總和最大化的整數線性規劃(integer linear programming)問題。整數線性規劃問題一般而言為NP-complete的問題。為了快速求出高品質的可行解,我們將提出一個新的媒介存取控制(media access control,簡稱MAC)協定,稱為UCDE-MAC。在UCDE-MAC中,RSU採用逆向歸納法(backward induction)和貪婪演算法(greedy algorithm)來求出上傳與下傳階段的資料傳輸排程,讓有缺乏資料封包的車輛都盡可能地獲得滿足。模擬實驗結果顯示UCDE-MAC確實能達成預期目標,且效能遠勝沒有網路編碼或速率調控的情況。
Abstract
In this thesis, we consider to use network coding and rate adaptation to deal with the UCDE (urgent cooperative data exchange) problem. The UCDE problem is briefly described as follows: Assume that a WiMAX (Worldwide Interoperability for Microwave Access) or LTE (Long Term Evolution) base station broadcasts M data packets. Due to the mobility and the effect of long-term path-loss, shadowing, short-term fading, vehicles in the coverage of that base station may lose some data packets. Assume that there is an RSU (road-side unit), such as a WiFi access point, near to these vehicles. We hope that with the help of RSU, the vehicles that lost some data packets can receive all M packets as soon as possible. To the best of our knowledge, the UCDE problem has never been studied before. The contributions of our thesis are as follows: First, we model the UCDE problem as an integer programming problem with the goal of maximum sum of utilities. This implies that UCDE problem is NP-complete since an integer programming problem is generally NP-complete. To deal with the UCDE problem, we propose a new MAC (medium access control) protocol, called UCDE-MAC, which use backward induction and greedy approach to efficiently find out the suboptimal feasible solution. Finally, we conduct extensive simulations to validate the superiority of UCDE-MAC.
目次 Table of Contents
論文審定書…………………………………………………………………………i
誌謝 ……………………………………………………………………..…………ii
摘要 ……………………………………………………………………………….iii
Abstract…………………………………………………………………………...iv
目錄 ………………………………………………………………………………..v
圖次 ………………………………………………………………………………vii
表次 …………………………………………………………………………….…ix
第一章 緒論 ……………………………………………………………………1
1.1 研究對象……………..……………………………………………………2
1.2 拓樸結構所帶來的挑戰……………..……………………………………4
1.3 問題概述與論文貢獻………………………………..……………………7
第二章 相關文獻……………………………………………………..…………9
2.1 合作式廣播………………………………………………………………..9
2.2 具網路編碼的資料交換…………………………………………………..9
2.3 具網路編碼和速率考量的資料交換……………………………………10
第三章 模型與假設……………………………………………………………12
3.1 無線頻道模型與假設……………………………………………………12
3.2 車載網路拓樸模型與假設………………………………………………14
3.3 封包傳輸模型與假設……………………………………………………16
3.4 傳輸排程模型……………………………………………………………21
第四章 UCDE-MAC協定……………………………………………..………25
4.1 beacon廣播期……………………………………………………...……25
4.2 車輛回報期………………………………………………………………27
4.3 上傳與轉播期……………………………………………………………28
4.4 下傳與轉播期……………………………………………………………31
4.5 專有名詞介紹……………………………………………………………32
4.6 傳輸排程演算法…………………………………………………………38
4.7 排程演算法之時間複雜度分析…………………………………………45
第五章 模擬實驗結果與分析…………………………………………………46
5.1 實驗環境及參數設定……………………………………………………46
5.2 模擬器設計及實作………………………………………………………48
5.3 模擬實驗結果……………………………………………………………51
5.3.1 車輛的傳輸範圍對效能的影響……………………………………52
5.3.2 最大網路編碼長度對效能的影響…………………………………53
5.3.3 車輛數量對效能的影響……………………………………………55
5.3.4 資料數量對效能的影響……………………………………………57
5.3.5 車輛時速對效能的影響……………………………………………59
第六章 結論……………………………………………………………………61
附錄………………………………………………………………………………62
參考文獻…………………………………………………………………………69
參考文獻 References
[1] O. Awoniyi and F. A. Tobagi. “Effect of Fading on the Performance of VoIP in IEEE 802.11a WLANs,” IEEE International Conference on Communications, Vol. 6, pp. 3712–3717, June 2004.
[2] A. M. S. Abdelgader and W. Lenan, “The Physical Layer of the IEEE 802.11p WAVE Communication Standard: The Specifications and Challenges,” World Congress on Engineering and Computer Science, Vol. 2, pp. 691–698, Oct. 2014.
[3] T. H. Charles, E. Leiserson, R. L. Rivest, and C. Stein, Introduction to Algorithms, MIT Press, 2009.
[4] T. A. Courtade and R. D. Wesel, “Coded Cooperative Data Exchange in Multihop Networks,” IEEE Transactions on Information Theory, Vol. 60, No. 2, pp. 1136–1158, Feb. 2000.
[5] Z. Dong, S. H. Dau, C. Yuen, J. Gu, and X. Wang, “Delay Minimization for Relay-Based Cooperative Data Exchange with Network Coding,” IEEE/ACM Transactions on Networking, Vol. 23, No.6, pp. 1890–1902, Dec. 2015.
[6] M. Gonen and M. Langberg, “Coded Cooperative Data Exchange Problem for General Topologies” IEEE Transactions on Information Theory, Vol. 61, No. 10, pp. 5656–5669, Oct. 2015.
[7] IEEE Standard 802.11, Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications, November 1999.
[8] IEEE Standard 802.11p, Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications; Amendment 6: Wireless Access in Vehicular Environments, June 2010.
[9] B. Kim, S. Kim, Y. Fang, and T. F. Wong, “Two-Step Multipolling MAC Protocol for Wireless LANs,” IEEE Journal on Selected Areas in Communications, Vol. 23, No. 6, pp. 1276–1286, June 2005.
[10] K. Liu, J. K. Y. Ng, V. C. S. Lee, S. H. Son, and I. Stojmenovic, “Cooperative Data Scheduling in Hybrid Vehicular Ad Hoc Networks: VANET as a Software Defined Network,” IEEE Transactions on Networking, Vol. 24, No.3, pp. 1759–1773, June 2016.
[11] K. Liu, J. K.-Y. Ng, J. Wang, V. C. S. Lee, W. Wu, and S. H. Son, “Network-Coding-Assisted Data Dissemination via Cooperative Vehicle-to-Vehicle/-Infrastructure Communications,” IEEE Transactions on Intelligent transportation system, Vol. 17, No.6, pp. 1509–1520, June 2016.
[12] H. Moustafa and Y. Zhang, Vehicular Networks: Techniques, Standards, and Applications, CRC Press, Taylor & Francis Group, 2009.
[13] Q. Pang, V. C. M. Leung, and S.-C. Liew, “An Enhanced Auto-Rate Algorithm for Wireless Local Area Networks Employing Loss Differentiation,” IEEE Transactions on Vehicular Technology, Vol. 57, No. 1, pp. 521–531, Jan. 2008.
[14] Q-function. [Online] https://en.wikipedia.org/wiki/Q-function, Feb. 2018.
[15] T. S. Rappaport, Wireless Communications: Principles and Practices, 2nd Edition, Prentice-Hall, 1996.
[16] S. E. Rouayheb, A. Sprintson, and P. Sadeghi, “On Coding for Cooperative Data Exchange,” IEEE Information Theory Workshop, pp. 1–5, Jan. 2010.
[17] S. Sakai, M. Togasaki, and K. Yamazaki, “A Note on Greedy Algorithms for the Maximum Weighted Independent Set Problem,” Discrete Applied Mathematics, vol. 126, no. 2/3, pp. 313–322, March 2003.
[18] R. Sedgewick and P. Flajolet, An Introduction to the Analysis of Algorithms, Addison-Wesley Publishing Company, 1996.
[19] Y. Sui, X. Wang, J. Wang, L. Wang, and S. Hou, “Deadline-Aware Cooperative Data Exchange with Network Coding,” Computer Networks, Vol. 97, pp. 88–97, 2016.
[20] X. Wang, C. Yuen, and S. H. Dau, “Delay Minimization for Network Coded Cooperative Data Exchange with Rate Adaptation,” IEEE Vehicular Technology Conference, pp. 1–5, Sep. 2013.
[21] S.-L. Wu, P.-C. Tseng, and Zi-Tsan Chou, “Distributed Power Management Protocols for Multi-Hop Mobile Ad Hoc Networks,” Computer Networks, Vol. 47, No. 1, pp. 63–85, Jan. 2005.
[22] D.-Y. Yang, T.-J. Lee, K. Jang, J.-B. Chang, and S. Choi, “Performance Enhancement of Multirate IEEE 802.11 WLANs with Geographically Scattered Stations,” IEEE Transactions on Mobile Computing, Vol. 5, No. 7, pp. 906–919, July 2006.
[23] J. Zhang, Q. Zhang, and W. Jia, “VC-MAC: A Cooperative MAC Protocol in Vehicular Networks,” IEEE Transactions on Vehicular Technology, Vol. 58, No. 3, pp. 1561–1571, March 2009.
[24] Y. Zhang, J. Luo, and H. Hu, Wireless Mesh Networking: Architectures, Protocols and Standards, Auerbach Publications, 2007.
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