研究生: |
簡志軒 Jhih-Syuan Jian |
---|---|
論文名稱: |
使用最少感測器來蓋滿重要區塊無線感測網路的有效率建構方法 Efficient Methods of Deploying Minimum Sensors on Grid Points to Construct a Wireless Sensor Network Fully Covering Critical Grids of Squares |
指導教授: |
蔡明哲
Ming Jer Tsai |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 資訊工程學系 Computer Science |
論文出版年: | 2008 |
畢業學年度: | 96 |
語文別: | 英文 |
論文頁數: | 32 |
中文關鍵詞: | NP-Complete 、無線感測網路 、覆蓋問題 、感測器佈置 |
外文關鍵詞: | NP-Complete, wireless sensor networks, coverage problem, sensor deployment |
相關次數: | 點閱:3 下載:0 |
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無線感測網路是藉著連通每一個有能力去收集、處理和儲存環境資訊並透過無線通信溝通的感測器所形成。這些特性允許無線感測網路被使用在一個寬廣範圍應用。在很多的應用裡,例如環境監控、軍防監視、輻射偵測、生化攻擊偵測等等,重要區域和一般區域必須被適當地區分開來,如果要偵測區域很大或是提供的預算無法去蓋滿整個偵測區域的話,監控重要區域遠比一般區域是更實際和有效率。在本論
文中,研究使用最少感測器來建構蓋滿重要區塊無線感測網路,稱為覆蓋重要區塊(CRITICAL-GRID COVERAGE)。由於覆蓋重要區塊是NP-Complete的問題,所以為了覆蓋重要區塊提出了四個演算法。根據實驗顯示本論文所提出的演算法針對覆蓋重要區塊有較好的解決方法。
Wireless sensor networks are formed by connected sensors that each have the ability to collect, process, and store environmental information as well as communicate with others via inter-sensor wireless communication. These characteristics allow wireless sensor networks to be used in a wide range of applications. In many applications,
such as environmental monitoring, battlefield surveillance, nuclear, biological, and chemical (NBC) attack detection, and so on, critical areas and common areas must be distinguished adequately, and it is more practical and efficient to monitor critical areas rather than common areas if the sensor field is large, or the available budget
cannot provide enough sensors to fully cover the entire sensor field. In this thesis, the problem of deploying the minimum sensors on grid points to construct a wireless
sensor network fully covering critical grids, termed CRITICAL-GRID COVERAGE, is studied. Since CRITICAL-GRID COVERAGE is NP-Complete [16], four heuristics for CRITICAL-GRID COVERAGE are proposed. Simulations show that STBCGCA
the proposed algorithm provides a good solution for CRITICAL-GRID COVERAGE.
[1] X. Bai, S. Kumar, Z. Yun, D. Xuan, and T. H. Lai, “Deploying Wireless Sensors
to Achieve Both Coverage and Connectivity,” Proc. Seventh ACM Int’l Symp.
Mobile Ad Hoc Networking and Computing (MobiHoc’06), pp. 131-142, 2006.
[2] M. Cardei and D. Z. Du, “Improving Wireless Sensor Network Lifetime through
Power Aware Organization,” ACM/Springer J. Wireless Networks, vol. 11, no.
3, pp. 333-340, May. 2005.
[3] M. Cardei, M. T. Thai, Y. Li, and W. Wu, “Energy-Efficient Target Coverage
in Wireless Sensor Networks,” Proc. 24th Ann. Joint Conf. IEEE Computer and
Communications Societies (INFOCOM’05), pp. 1976-1984, 2005.
[4] K. Chakrabarty, S. S. Iyengar, H. Qi, and E. Cho, “Grid Coverage for Surveillance
and Target Location in Distributed Sensor Networks,” IEEE Trans. Computers,
vol. 51, no. 12, pp. 1448-1453, Dec. 2002.
[5] X. Cheng, D. Z. Du, L. Wang, and B. Xu, “Relay Sensor Placement in Wireless
Sensor Networks,” ACM/Spriner J. Wireless Networks, Jan. 2007.
[6] V. Chvatal, “A Combinatorial Theorem in Plane Geometry,” J. Combinatorial
Theory Ser. B, vol. 18, pp. 39-41, 1975.
[7] V. Chvatal, “A Greedy Heuristic for the Set Cover Problem,” Math. Opererations
Research, vol. 4, no. 3, pp. 233-235, Aug. 1979.
[8] B. N. Clark, C. J. Colbourn, and D. S. Johnson, “Unit Disk Graphs,” Discrete
Math., vol. 86, no. 1-3, pp. 165-177, Dec. 1990.
[9] N. Heo and P. K. Varshney, “An Intelligent Deployment and Clustering Algorithm
for a Distributed Mobile Sensor Network,” Proc. IEEE Int’l Conf. Systems,
Man and Cybernetics (SMC’03), pp. 4576-4581, 2003.
[10] N. Heo and P. K. Varshney, “Energy-Efficient Deployment of Intelligent Mobile
Sensor Networks,” IEEE Trans. Systems, Man, and Cybernetics-Part A: Systems
and Humans, vol. 35, no. 1, pp. 78-92, Jan. 2005.
[11] F. Hoffmann, M. Kaufmann, and K. Kriegel, “The Art Gallery Theorem for
Polygons with Holes,” Proc. 32nd IEEE Int’l Symp. Foundations of Computer
Science (FOCS’91), pp. 39-48, 1991.
[12] A. Howard, M. J. Mataric, and G. S. Sukhatme, “An Incremental Self-
Deployment Algorithm for Mobile Sensor Networks,” Autonomous Robots, vol
13, no. 2, pp. 113-126, Sep. 2002.
[13] A. Howard, M. J. Mataric, and G. S. Sukhatme, “Mobile Sensor Network Deployment
using Potential Fields: A Distributed, Scalable Solution to the Area
Coverage Problem,” Proc. Sixth Int’l Conf. Distributed Autonomous Robotics
Systems (DARS’02), pp. 299-308, 2002.
[14] C. F. Huang, Y. C. Tseng, and H. L. Wu, “Distributed Protocols for Ensuring
Both Coverage and Connectivity of a Wireless Sensor Network,” ACM Trans.
Sensor Networks, vol. 3, no. 1, article no. 5, Mar. 2007.
[15] R. M. Karp, “Reducibility among Combinatorial Problems,” Complexity of Computer
Communications, New York: Plenum Press, 1972.
[16] W. C. Ke, B. H. Liu, and M. J. Tsai, “Constructing a Wireless Sensor Network
to Fully Cover Critical Grids by Deploying Minimum Sensors on Grid Points Is
NP-Complete,” IEEE Trans. Computers, vol. 56, no. 5, pp. 710-715, May. 2007.
[17] P. N. Klein and R. Ravi, “A Nearly Best-Possible Approximation Algorithm for
Node-Weighted Steiner Trees,” J. Algorithms, vol. 19, no. 1, pp. 104-115, Jul.
1995.
[18] F. Y. S. Lin and P. L. Chiu, “A Simulated Annealing Algorithm for Energy-
Efficient Sensor Network Design,” Proc. Third ICST Int’l Symp. Modeling and
Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt’05), pp. 183-
189, 2005.
[19] E. L. Lloyd and G. Xue, “Relay Node Placement in Wireless Sensor Networks,”
IEEE Trans. Computers, vol. 56, no. 1, pp. 134-138, Jan. 2007.
[20] J. B. M. Melissen and P. C. Schuur, “Covering a Rectangle with Six and Seven
Circles,” Discrete Applied Math., vol. 99, no. 1, pp. 149-156, Feb. 2000.
[21] M. Ming and Y. Yuanyuan, “Adaptive Triangular Deployment Algorithm for
Unattended Mobile Sensor Networks,” IEEE Trans. Computers, vol. 56, no. 7,
pp. 946-958, Jul. 2007.
[22] K. J. Nurmela, “Conjecturally Optimal Coverings of an Equilateral Triangle with
up to 36 Equal Circles,” Experimental Math., vol. 9, no. 2, pp. 241-250, 2000.
[23] K. J. Nurmela and P. R. J. Ostergard, “Covering a Square with up to 30
Equal Circles,” Research Report HUT-TCS-A62, http://www.tcs.hut.fi/
Publications/bibdb/HUT-TCS-A62.ps, 2000.
[24] J. O’Rourke, Art Gallery Theorems and Algorithms, Oxford: Oxford University
Press, 1987.
[25] J. O’Rourke, “Computational Geometry Column 15,” Int’l J. Computational
Geometry and Application, vol. 2, no. 2, pp. 215-217, Jun. 1992.
[26] A. Segev, “The Node-Weighted Steiner Tree Problem,” Networks, vol. 17, no. 1,
pp. 1-17, 1987.
[27] S. Slijepcevic and M. Potkonjak, “Power Efficient Organization of Wireless Sensor
Networks,” Proc. IEEE Int’l Conf. Commun. (ICC’01), pp. 472-476, 2001.
[28] Y. C. Wang, C. C. Hu, and Y. C. Tseng, “Efficient Deployment Algorithms for
Ensuring Coverage and Connectivity of Wireless Sensor Networks,” Proc. IEEE
Wireless Internet Conf. (WICON’05), pp. 114-121, 2005.
[29] H. Zhang and J. C. Hou, “Maintaining Sensing Coverage and Connectivity in
Large Sensor Networks,” J. Ad Hoc and Sensor Wireless Networks, vol. 1, no.
1, pp. 89-123, Jan. 2005.
[30] Y. Zhou and K. Chakrabarty, “Sensor Deployment and Target Localization in
Distributed Sensor Networks,” ACM Trans. Embedded Computing Systems, vol.
3, no. 1, pp. 61-91, Feb. 2004.
[31] Z. Zhou, S. Das, and H. Gupta, “Connected k-Coverage Problem in Sensor Networks,”
Proc. Int’l Conf. Computer Communications and Networks (ICCCN’04),
pp. 373-378, 2004.
[32] Y. Zou and K. Chakrabarty, “A Distributed Coverage- and Connectivity-Centric
Technique for Selecting Active Nodes in Wireless Sensor Networks,” IEEE Trans.
Computers, vol. 54, no. 8, pp. 978-991, Aug. 2005.