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Distributed Deployment Schemes for Mobile Wireless Sensor Networks to Ensure Multilevel Coverage
September 2008 (vol. 19 no. 9)
pp. 1280-1294
ASCII Text
x 
 
You-Chiun Wang, Yu-Chee Tseng, "Distributed Deployment Schemes for Mobile Wireless Sensor Networks to Ensure Multilevel Coverage," IEEE Transactions on Parallel and Distributed Systems, vol. 19, no. 9, pp. 1280-1294, September, 2008.
 
 
BibTex
x
 
@article{ 10.1109/TPDS.2007.70808,
author = {You-Chiun Wang and Yu-Chee Tseng},
title = {Distributed Deployment Schemes for Mobile Wireless Sensor Networks to Ensure Multilevel Coverage},
journal ={IEEE Transactions on Parallel and Distributed Systems},
volume = {19},
number = {9},
issn = {1045-9219},
year = {2008},
pages = {1280-1294},
doi = {http://doi.ieeecomputersociety.org/10.1109/TPDS.2007.70808},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - JOUR
JO - IEEE Transactions on Parallel and Distributed Systems
TI - Distributed Deployment Schemes for Mobile Wireless Sensor Networks to Ensure Multilevel Coverage
IS - 9
SN - 1045-9219
SP1280
EP1294
EPD - 1280-1294
A1 - You-Chiun Wang,
A1 - Yu-Chee Tseng,
PY - 2008
KW - Wireless sensor networks
KW - Mobile Applications
VL - 19
JA - IEEE Transactions on Parallel and Distributed Systems
ER -
 
One of the research issues in wireless sensor networks (WSNs) is how to efficiently deploy sensors to cover an area. In this paper, we solve the k-coverage sensor deployment problem to achieve multi-level coverage of an area I. We consider two sub-problems: k-coverage placement and distributed dispatch problems. The placement problem asks how to determine the minimum number of sensors required and their locations in I to guarantee that I is k-covered and the network is connected; the dispatch problem asks how to schedule mobile sensors to move to the designated locations according to the result computed by the placement strategy such that the energy consumption due to movement is minimized. Our solutions to the placement problem consider both the binary and probabilistic sensing models, and allow an arbitrary relationship between the communication distance and sensing distance of sensors. For the dispatch problem, we propose a competition-based and a pattern-based schemes. The former allows mobile sensors to bid for their closest locations, while the latter allows sensors to derive the target locations on their own. Our proposed schemes are efficient in terms of the number of sensors required and are distributed in nature. Simulation results are presented to verify their effectiveness.

[1] D. Nicules and B. Nath, “Ad-Hoc Positioning System (APS) Using AoA,” Proc. IEEE INFOCOM '03, pp. 1734-1743, 2003.
[2] L.A. Klein, “A Boolean Algebra Approach to Multiple Sensor Voting Fusion,” IEEE Trans. Aerospace and Electronic Systems, vol. 29, no. 2, pp. 317-327, Apr. 1993.
[3] T. Sun, L.J. Chen, C.C. Han, and M. Gerla, “Reliable Sensor Networks for Planet Exploration,” Proc. IEEE Int'l Conf. Networking,Sensing and Control (ICNSC '05), pp. 816-821, 2005.
[4] D. Tian and N.D. Georganas, “A Coverage-Preserving Node Scheduling Scheme for Large Wireless Sensor Networks,” Proc. First ACM Int'l Workshop Wireless Sensor Networks and Applications (WSNA '02), pp. 32-41, 2002.
[5] Z. Abrams, A. Goel, and S. Plotkin, “Set K-Cover Algorithms for Energy Efficient Monitoring in Wireless Sensor Networks,” Proc. Third IEEE Int'l Symp. Information Processing in Sensor Networks (IPSN '04), pp. 424-432, 2004.
[6] M. Cardei, M.T. Thai, Y. Li, and W. Wu, “Energy-Efficient Target Coverage in Wireless Sensor Networks,” Proc. IEEE INFOCOM'05, pp. 1976-1984, 2005.
[7] T.C. Shermer, “Recent Results in Art Galleries,” Proc. IEEE, vol. 80, no. 9, pp. 1384-1399, Sept. 1992.
[8] M.D. Adickes, R.E. Billo, B.A. Norman, S. Banerjee, B.O. Nnaji, and J. Rajgopal, “Optimization of Indoor Wireless Communication Network Layouts,” IIE Trans., vol. 34, no. 9, pp. 823-836, Sept. 2002.
[9] K.S. Tang, K.F. Man, and K.T. Ko, “Wireless LAN Design Using Hierarchical Genetic Algorithm,” Proc. Seventh Int'l Conf. Genetic Algorithms (ICGA '97), pp. 629-635, 1997.
[10] L. Raisanen, R.M. Whitaker, and S. Hurley, “A Comparison of Randomized and Evolutionary Approaches for Optimizing Base Station Site Selection,” Proc. 19th Ann. ACM Symp. Applied Computing (SAC '04), pp. 1159-1165, 2004.
[11] H.R. Anderson and J.P. McGeehan, “Optimizing Microcell Base Station Locations Using Simulated Annealing Techniques,” Proc. 44th IEEE Vehicular Technology Conf. (VTC '94), pp. 858-862, 1994.
[12] S.S. Dhillon and K. Chakrabarty, “Sensor Placement for Effective Coverage and Surveillance in Distributed Sensor Networks,” Proc.IEEE Wireless Comm. and Networking Conf. (WCNC '03), pp.1609-1614, 2003.
[13] F.Y.S. Lin and P.L. Chiu, “A Near-Optimal Sensor Placement Algorithm to Achieve Complete Coverage/Discrimination in Sensor Networks,” IEEE Comm. Letters, vol. 9, no. 1, pp. 43-45, Jan. 2005.
[14] K. Kar and S. Banerjee, “Node Placement for Connected Coverage in Sensor Networks,” Proc. First Int'l Symp. Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2003.
[15] Y.C. Wang, C.C. Hu, and Y.C. Tseng, “Efficient Deployment Algorithms for Ensuring Coverage and Connectivity of Wireless Sensor Networks,” Proc. First IEEE Int'l Conf. Wireless Internet (WICON '05), pp. 114-121, 2005.
[16] 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.
[17] C.F. Huang and Y.C. Tseng, “The Coverage Problem in a Wireless Sensor Network,” Mobile Networks and Applications, vol. 10, no. 4, pp. 519-528, Aug. 2005.
[18] F. Ye, G. Zhong, J. Cheng, S. Lu, and L. Zhang, “PEAS: A Robust Energy Conserving Protocol for Long-Lived Sensor Networks,” Proc. 23rd IEEE Int'l Conf. Distributed Computing Systems (ICDCS'03), pp. 28-37, 2003.
[19] X. Wang, G. Xing, Y. Zhang, C. Lu, R. Pless, and C. Gill, “Integrated Coverage and Connectivity Configuration in Wireless Sensor Networks,” Proc. First ACM Int'l Conf. Embedded Networked Sensor Systems (SenSys '03), pp. 28-39, 2003.
[20] Z. Zhou, S. Das, and H. Gupta, “Connected K-Coverage Problem in Sensor Networks,” Proc. 13th IEEE Int'l Conf. Computer Comm. and Networks (ICCCN '04), pp. 373-378, 2004.
[21] S. Yang, F. Dai, M. Cardei, and J. Wu, “On Multiple Point Coverage in Wireless Sensor Networks,” Proc. Second IEEE Int'l Conf. Mobile Adhoc and Sensor Systems (MASS), 2005.
[22] A. Gallais, J. Carle, D. Simplot-Ryl, and I. Stojmenovic, “Ensuring Area $k\hbox{-}{\rm Coverage}$ in Wireless Sensor Networks with Realistic Physical Layers,” Proc. Fifth IEEE Conf. Sensors, pp. 880-883, 2006.
[23] J.P. Sheu and H.F. Lin, “Probabilistic Coverage Preserving Protocol with Energy Efficiency in Wireless Sensor Networks,” Proc. IEEE Wireless Comm. and Networking Conf. (WCNC '07), pp.2631-2636, 2007.
[24] P. Basu and J. Redi, “Movement Control Algorithms for Realization of Fault-Tolerant Ad Hoc Robot Networks,” IEEE Network, vol. 18, no. 4, pp. 36-44, July-Aug. 2004.
[25] Z. Butler and D. Rus, “Event-Based Motion Control for Mobile-SensorNetworks,” IEEE Pervasive Computing, vol. 2, no. 4, pp. 34-42, Oct.-Dec. 2003.
[26] Y. Zou and K. Chakrabarty, “Sensor Deployment and Target Localization Based on Virtual Forces,” Proc. IEEE INFOCOM '03, pp. 1293-1303, 2003.
[27] G. Wang, G. Cao, and T.L. Porta, “Movement-Assisted Sensor Deployment,” Proc. IEEE INFOCOM '04, pp. 2469-2479, 2004.
[28] N. Heo and P.K. Varshney, “Energy-Efficient Deployment of Intelligent Mobile Sensor Networks,” IEEE Trans. Systems, Manand Cybernetics Part A, vol. 35, no. 1, pp. 78-92, Jan. 2005.
[29] K. Akkaya and M. Younis, “$\hbox{C}^{2}{\rm AP}$ : Coverage-Aware and Connectivity-Constrained Actor Positioning in Wireless Sensor and Actor Networks,” Proc. 26th IEEE Int'l Performance, Computing, and Comm. Conf. (IPCCC '07), pp. 281-288, 2007.
[30] G. Wang, G. Cao, T.L. Porta, and W. Zhang, “Sensor Relocation inMobile Sensor Networks,” Proc. IEEE INFOCOM'05, pp.2302-2312, 2005.
[31] X. Du and F. Lin, “Improving Sensor Network Performance by Deploying Mobile Sensors,” Proc. 24th IEEE Int'l Performance, Computing, and Comm. Conf. (IPCCC '05), pp. 67-71, 2005.
[32] T.A. Dahlberg, A. Nasipuri, and C. Taylor, “Explorebots: A Mobile Network Experimentation Testbed,” Proc. ACM SIGCOMM Workshop Experimental Approaches to Wireless Network Design and Analysis (E-WIND '05), pp. 76-81, 2005.
[33] D. Johnson, T. Stack, R. Fish, D.M. Flickinger, L. Stoller, R. Ricci, and J. Lepreau, “Mobile Emulab: A Robotic Wireless and Sensor Network Testbed,” Proc. IEEE INFOCOM, 2006.
[34] Y.C. Tseng, Y.C. Wang, K.Y. Cheng, and Y.Y. Hsieh, “iMouse: An Integrated Mobile Surveillance and Wireless Sensor System,” Computer, vol. 40, no. 6, pp. 60-66, June 2007.
[35] 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, pp.978-991, Aug. 2005.
[36] B. Hofmann-Wellenhof, H. Lichtenegger, and J. Collins, Global Positioning System: Theory and Practice, fourth ed. Springer Verlag, 1997.
[37] N. Bulusu, J. Heidemann, and D. Estrin, “GPS-Less Low-Cost Outdoor Localization for Very Small Devices,” IEEE Personal Comm., vol. 7, no. 5, pp. 28-34, Oct. 2000.
[38] L. Hu and D. Evans, “Localization for Mobile Sensor Networks,” Proc. ACM MobiCom '04, pp. 45-57, 2004.
[39] R. Rao and G. Kesidis, “Purposeful Mobility for Relaying and Surveillance in Mobile Ad Hoc Sensor Networks,” IEEE Trans. Mobile Computing, vol. 3, no. 3, pp. 225-231, July-Aug. 2004.
[40] X. Bai, S. Kumar, D. Xuan, Z. Yun, and T.H. Lai, “Deploying Wireless Sensors to Achieve Both Coverage and Connectivity,” Proc. ACM MobiHoc '06, pp. 131-142, 2006.
[41] R. Kershner, “The Number of Circles Covering a Set,” Am. J.Math., vol. 61, pp. 665-671, July 1939.
[42] IEEE Standard for Information Technology—Telecomm. and Information Exchange between Systems—Local and Metropolitan Area Networks Specific Requirements Part 15.4: Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications for Low-Rate Wireless Personal Area Networks (LR-WPANs), 2003.

Index Terms:
Wireless sensor networks, Mobile Applications
Citation:
You-Chiun Wang, Yu-Chee Tseng, "Distributed Deployment Schemes for Mobile Wireless Sensor Networks to Ensure Multilevel Coverage," IEEE Transactions on Parallel and Distributed Systems, vol. 19, no. 9, pp. 1280-1294, Sept. 2008, doi:10.1109/TPDS.2007.70808
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