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研究生: 梁維剛
Wei-Kang Liang
論文名稱: 無線感測網路之資料收集機制
Data dissemination in wireless sensor networks
指導教授: 陳維美
Wei-Mei Chen
口試委員: 阮聖彰
Shanq-Jang Ruan
吳晉賢
Chin-Hsien Wu
林昌鴻
Chang Hong Lin
學位類別: 碩士
Master
系所名稱: 電資學院 - 電子工程系
Department of Electronic and Computer Engineering
論文出版年: 2015
畢業學年度: 104
語文別: 中文
論文頁數: 45
中文關鍵詞: 無線感測網路
外文關鍵詞: wireless sensor network
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無線感測網路 (Wireless Sensor Networks) 由於在各領域上都擁有廣泛的應用,在近年來,已成為一個熱門的討論議題。在其眾多應用當中,又以軍事、醫療、動態追蹤、家庭應用等最為人所熟知。由於感測器受限於電量、通訊範圍、記憶體容量、及運算能力等,設計一套資料蒐集的演算法時就需要同時考量感測器的傳播次數、資料延遲時間、網路的壽命等。
在資料收集的問題當中,傳統的靜態接收器會導致其周圍的感測器電量消耗較高,而使得這些感測器較早沒電讓網路不連通,造成資料產生後無法傳遞至接收器。為了解決這個問題,使用移動式接收器便能使得網路耗能更平衡。我們提出了DMRT(Data collection with Mobile sink using weighted Root rendezvous Tree)演算法。利用現有的connected dominating set (CDS) 演算法,組成一個骨架,在其之上建立一棵樹,利用此架構搭配移動式接收器來收集資料。
最後,我們將與常見的演算法作模擬比較,當事件數量、溝通半徑、接收器移動速度等的改變,其結果可看出在整體耗能、資料延遲時間與網路壽命,本篇所提出之演算法皆能勝過目前的演算法。


Data collection is an important issue in wireless sensor networks. A mobile sink can balance network load; however, mobile sinks introduce challenges related to uncertain movement direction and speed. In this paper, we propose the data collection that takes advantage of a virtual backbone based on a connected dominating set and a rendezvous tree. In the proposed method, sensor nodes work independently to construct a path to the mobile sink without expensive GPS devices. Simulation results show that our algorithm can significantly reduce control packets, decrease data delivery delay, and increase network lifetime over state-of-the-art methods.

第一章 緒論 1 1.1研究背景: 1 1.2研究動機 3 1.3論文架構 5 第二章 文獻探討 6 2.1 無線感測器硬體架構 6 2.2資料的傳輸方式 7 2.3 接收器移動方式的種類 9 2.4資料種類 10 2.5資料傳輸型態 11 2.6 搭配移動式接收器資料傳輸的策略 11 第三章 研究方法 15 3.1問題描述 15 3.2無線感測器網路環境 16 3.3無線感測器傳輸封包 17 3.4演算法描述 17 3.5流程圖與虛擬碼 20 第四章 效能評估 26 4.1模擬環境 26 4.2常見方法之模擬比較 28 第五章 結論 41 參考文獻 42

[1] Jamal N. Al-Karaki and Ahmed E. Kamal, "Routing techniques in wireless sensor networks: a survey," IEEE Wireless communications, vol.11, no.6, pp.6-28, Dec. 2004.
[2] Ameer Ahmed Abbasi and Mohamed Younis, "A survey on clustering algorithms for wireless sensor networks," Computer communications ,vol.30, no.14, pp.2826-2841, Oct. 2007.
[3] Kemal Akkaya and Mohamed Younis, "A survey on routing protocols for wireless sensor networks." Ad hoc networks , vol.3, no.3, pp.325-349, May. 2005.
[4] I.F. Akyildiz, W. Su , Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: a survey," Computer networks, vol.38, no.4, pp.393-422, Mar. 2002.
[5] Giuseppe Anastasi, Marco Conti, Mario Di Francesco, and Andrea Passarella, "Energy conservation in wireless sensor networks: A survey," Ad hoc networks ,vol.7, no.3, pp.537-568, May. 2009.
[6] Tracy Camp, Jeff Boleng, and Vanessa Davies, "A survey of mobility models for ad hoc network research," Wireless communications and mobile computing, vol.2, no.5, pp.483-502, Sep. 2002.
[7] Deborah Estrin, Ramesh Govindan, John Heidemann, and Satish Kumar, "Next century challenges: Scalable coordination in sensor networks," Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking, pp.263-270, Aug. 1999.
[8] Yasir Faheem, Saadi Boudjit, and Ken Chen, "Data dissemination strategies in mobile sink wireless sensor networks: A survey," Wireless Days (WD), 2009 2nd IFIP, pp.1-6, Dec. 2009.
[9] Elyes Ben Hamida and Guillaume Chelius, "A line-based data dissemination protocol for wireless sensor networks with mobile sink," IEEE International Conference on Communications, pp.2210-2205, May. 2008.
[10] Wendi B. Heinzelman, Anantha P. Chandrakasan, and Hari Balakrishnan. "An application-specific protocol architecture for wireless microsensor networks," IEEE Transactions on Wireless Communications, vol.1, no.4, pp.660-670, Oct. 2002.
[11] Kwang-il Hwang, JeongSik In, and Doo-seop Eom, "Distributed dynamic shared tree for minimum energy data aggregation of multiple mobile sinks in wireless sensor networks," Wireless Sensor Networks, pp.132-147, Feb. 2006.
[12] Kwang-il Hwang, and Doo-seop Eom, "Adaptive sink mobility management scheme for wireless sensor networks," Ubiquitous Intelligence and Computing, pp478-487, Sep. 2006.
[13] Rajagopal Iyengar and Biplab Sikdar, "Scalable and distributed GPS free positioning for sensor networks," IEEE International Conference on Communications, vol. 1, pp.338-342, May. 2003.
[14] Abdul Waheed Khan, Abdul Hanan Abdullah, Mohammad Hossein Anisi, and Javed Iqbal Bangash, "A comprehensive study of data collection schemes using mobile sinks in wireless sensor networks," Sensors , vol.14, no.2, pp.2510-2548, Feb. 2014.
[15] Hyung Seok Kim, Tarek F. Abdelzaher, and Wook Hyun Kwon, "Minimum-energy asynchronous dissemination to mobile sinks in wireless sensor networks,"Proceedings of the 1st international conference on Embedded networked sensor systems, pp.193-204, Nov. 2003.
[16] Bhaskar Krishnamachari, Deborah Estrin, and Stephen Wicker, "The impact of data aggregation in wireless sensor networks," Proceedings of the 22nd IEEE International Conference on Distributed Computing Systems Workshops, pp.575-578, 2002.
[17] Xiaoyan Kui, Yu Sheng, Huakun Du, and Junbin Liang, "Constructing a CDS-based network backbone for data collection in wireless sensor networks," International Journal of Distributed Sensor Networks, vol.2013, Mar. 2013.
[18] Kisuk Kweon, Hojin Ghim, Jaeyoung Hong,and Hyunsoo Yoon, "Grid-based energy-efficient routing from multiple sources to multiple mobile sinks in wireless sensor networks," Proceedings of the 4th International Symposium on Wireless Pervasive Computing, pp1-5, Feb. 2009.
[19] Euisin Lee, Soochang Park, Seungmin Oh, and Sang-Ha Kim, “Rendezvous-based data dissemination for supporting mobile sinks in multi-hop clustered wireless sensor networks," Wireless Networks, vol.20, no.8, pp.2319-2336, Jun. 2014.
[20] Ching-Ju Lin, Po-Lin Chou, and Cheng-Fu Chou, "HCDD: hierarchical cluster-based data dissemination in wireless sensor networks with mobile sink," Proceedings of the 2006 international conference on Wireless communications and mobile computing, pp.1189-1194, Jul. 2006.
[21] Jia-Liang Lu and Fabrice Valois, "On the data dissemination in wsns," Third IEEE International Conference on Wireless and Mobile Computing, pp58-58, Oct. 2007.
[22] Jia-Liang Lu, Fabrice Valois, and Dominique Barthel, "Low-energy self-organization scheme for wireless ad hoc sensor networks," IEEE Fourth Annual Conference on Wireless on Demand Network Systems and Services, pp.138-145, Jan. 2007.
[23] Haiyun Luo, Fan Ye, Jerry Cheng, Songwu Lu, and Lixia Zhang, "TTDD: Two-tier data dissemination in large-scale wireless sensor networks," Wireless Networks , vol.11, no.1-2, pp.161-175, Jan. 2005.
[24] Rahul C. Shah, Sumit Roy, Sushant Jain, and Waylon Brunette, "Data mules: Modeling and analysis of a three-tier architecture for sparse sensor networks," Ad Hoc Networks , vol.1, no.2, pp.215-233, Sep. 2003.
[25] Nagender Kumar Suryadevara, Subhas Chandra Mukhopadhyay, Sean Dieter Tebje Kelly, and Satinder Pal Singh Gill, "WSN-Based Smart Sensors and Actuator for Power Management in Intelligent Buildings," IEEE/ASME Transactions on Mechatronics, vol.20, no.2, pp.564-571, Oct. 2015.
[26] Can Tunca, Sinan Isik, M. Yunus Donmez, and Cem Ersoy, "Distributed mobile sink routing for wireless sensor networks: A survey," IEEE Communications Surveys & Tutorials, vol.16, no.2, pp.877-897, May. 2014.
[27] Guojun Wang, Tian Wang, Weijia Jia, Minyi Guo, Hsiao-Hwa Chen, and Mohsen Guizani, "Local update-based routing protocol in wireless sensor networks with mobile sinks," IEEE International Conference on Communications, pp.3094-3099, Jun. 2007.
[28] Hung Le Xuan and Sungyoung Lee, "A coordination-based data dissemination protocol for wireless sensor networks," Intelligent Sensors, Sensor Networks and Information Processing Conference, pp.13-18, Dec. 2004.
[29] Ossama Younis and Sonia Fahmy, "HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks," IEEE Transactions on Mobile Computing, vol.3, no.4, pp.366-379, Oct. 2004.
[30] Chuan Zhu, Shuai Wu, Guangjie Han, Lei Shu, and Hongyi Wu, "A Tree-Cluster based Data Gathering Algorithm for Industrial WSNs with a Mobile Sink," IEEE Access, vol.3, pp.381-396, May. 2015

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