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Analytical Model of Energy Consumption in Cluster based Wireless Sensor Networks with Data Aggregation using M/M/1 Queuing Model
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 53 - Number 13 |
| Year of Publication: 2012 |
| Authors: Manijeh Keshtgary, Mohammad Reza Mansouri, Reza Mohammadi, Mohammad Mahmoudi |
10.5120/8478-2410
|
Manijeh Keshtgary, Mohammad Reza Mansouri, Reza Mohammadi, Mohammad Mahmoudi . Analytical Model of Energy Consumption in Cluster based Wireless Sensor Networks with Data Aggregation using M/M/1 Queuing Model. International Journal of Computer Applications. 53, 13 ( September 2012), 1-6. DOI=10.5120/8478-2410
Abstract
Wireless Sensor Networks (WSNs) consist of several sensor nodes equipped with limited power sources that sense environments event and transmit data to the sink node. WSNs have many constraints including energy, redundant data, and many-to-one flows. Data aggregation is one of the most important issues for achieving energy-efficiency in wireless sensor networks. Sensor nodes in the surrounding region of an event may generate redundant sensed data. A data aggregation technique in WSNs focuses on decreasing the energy consumption by reducing the amount of data that needed to be sent to the sink node. In this paper, we propose an M/M/1 queuing model for evaluating energy consumption in WSNs with dada transmission. The proposed model can help designers to evaluate the energy consumption of cluster based wireless sensor network with data aggregation. We compare the energy consumption results for networks with and without data aggregation technique.
References
- C. Shen, C. Srisathapornphat, and C. Jaikaeo, "Sensor information networking architecture and applications," IEEE Personnel Communications, Aug. 2001, pp. 52-59.
- S. Tilak, N. Abhu-Gazhaleh, and W. R. Heinzelman, "A taxanomy of wireless micro-sensor network models," ACM SIGMOBILE Mobile Comp. Commun. Rev. , vol. 6, no. 2, Apr. 2002, pp. 28-36.
- A. Cerpa et al. , "Habitat monitoring: Application driver for wireless communications technology," 2001 ACM SIG-COMMWorkshop on Data Communications in Latin America and the Caribbean , Costa Rica, April 2001.
- I. Akyldiz, W. Su, Y. Sankarasubramanian and E. Cayirci, "A survey on sensor networks," IEEE Commun. Mag. , vol. 40, no. 8, Aug. 2002, pp. 102-14.
- R. B. Patel, D. Kumar, and T. C Aseri, "EECDA: Energy-efficient Clustering and Data Aggregation Protocol For Heterogeneous Wireless Sensor Networks," International Journal of Computers, Communication and Control, Romania, Vol. 6, 01, 2011, pp. 113-124.
- W. Heinzelman, "Application-Specific Protocol Architectures for Wireless Networks," Ph. D. Thesis, Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA, June 2000.
- B. Krishnamachari, D. Estrin, and S. B. Wicker, "The impact of data aggregation in wireless sensor networks," ICDCS Workshop on Distributed Event-based Systems (DEBS), 2002.
- E. Fasolo, M. Rossi, J. Widmer, and M. Zorzi, "In-network aggregation techniques for wireless sensor networks: a survey," IEEE Wireless Communications, vol. 14, no. 2, pp. 70–87, 2007.
- M. Watfa, W. Daher, and H. A. Azaar, "A sensor Network Data Aggregation Technique. " International Journal of Computer Theory and Engineering (IJCTE) (Academy Publishers) Volume: 3, No: 1, Page(s): 19-26, 2009.
- R. Rajagopalan and P. K. Varshney, "Data-Aggregation Techniques in Sensor Networks: A Survey," IEEE Communication Surveys and Tutorials, Vol. 8 (4), pp. 48-63, December 2006.
- K. Maraiya, K. Kant,and N. Gupta, "Wireless Sensor Network: A Review on Data Aggregation," International Journal of Scientific & Engineering Research Volume 2, Issue 4, April -2011, ISSN 2229-5518.
- K. Maraiya, K. Kant, and N. Gupta, "Architectural Based Data Aggregation Techniques in Wireless Sensor Network: A Comparative Study," International Journal on Computer Science and Engineering (IJCSE), Vol. 3 No. 3 Mar 2011 , ISSN : 0975-3397.
- R. Jain, "The Art of Computer Systems Performance Analysis: Techniques for Experimental Design, Measurement, Simulation, and Modeling," John Wiley & Sons, New York, 1991.
- G. Bolch, S. Greiner, H. de Meer, and K. S. Trivedi, "Queueing Network and Markov Chains," John Wiley & Sons, Book, 1998.
- F. Baskett, K. M. Chandy, R. R. Muntz, and F. G. Palacios, "Open, closed and mixed networks of queues with different classes of customers," Journal of the ACM 22(2), pp. 248-260, 1975.
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