Abstract
The interest in small-world network has highlighted the applicability of both the graph theory and the scaling theory to the analysis of network systems. In this paper, we introduce a new routing protocol, small world-based efficient routing (SWER), dedicated to supporting sink mobility and small transfers. The method is based on the concept of the small worlds where the addition of a small number of long-range links in highly clustered networks results in significant reduction in the average path length. Based on the characteristic of sensor networks, a cluster-based small world network is presented, and an analytical model is developed to analyze the expected path length. SWER adopts a simple and effective routing strategy to forward data to the mobile sink in a small transfer scene and avoid expensive mechanisms to construct a high quality route. We also study the routing scheme and analyze the expected path length in the case where every node is aware of the existence of p long-range links. In addition, we develop a hierarchical mechanism in which the mobile sink only transmits its location information to the cluster heads when it enters a new cluster. Thus we also avoid expensive cost to flood the location of the mobile sink to the whole network.
Similar content being viewed by others
References
Watts D, Strogatz S. Collective dynamics of small-world networks. Nature, 1998, 393(6684): 440–442
Kleinberg J. The small-world phenomenon: An algorithmic perspective. In: Proceedings of ACM Symp. on Theory of Computing (STOC), 2000, 163–170
Helmy A. Small worlds in wireless networks. IEEE Communications Letters, 2003, 7(10): 490–492
Chitradurga R, Helmy A. Analysis of wired short cuts in wireless sensor networks. In: Proceedings of IEEE/ACS International Conference on Pervasive Services, 2004, 167–176
Sharma G, Mazumdar R. Hybrid sensor networks:A small world. In: Proceedings of the 6th ACM international symposium on Mobile Ad Hoc networking and computing, 2005, 366–377
Ken Y K, John C S, David K Y. Small world overlay P2P networks. In: Proceedings of the Twelfth IEEE International Workshop on Quality of Service, Canada: IEEE, 2004, 201–210
Helmy A, Garg S, Pamu P, Contact based architecture for resource discovery (CARD) in large scale MANets. In: Proceedings of the 17th International Symposium on Parallel and Distributed Processing, 2003, 219–227
Helmy A, Garg S, Pamu P, CARD: A Contact-based architecture for resource discovery in Ad Hoc networks. Mobile Networks and Applications, 2005, 10(1–2): 99–113
Cavalcanti D, Agrawal D, Kelner J, Exploiting the small-world effect to increase connectivity in wireless ad hoc networks. In: Proceedings of the 11th International Conference on Telecommunications, 2004, 388–393
Ye Q, Cheng L. A lightweight approach to mobile multicasting in wireless sensor networks. International Journal of Ad Hoc and Ubiquitous Computing, 2007, 2(1/2): 36–45
Kim H, Abdelzaher T, Kwon W. Minimum-energy asynchronous dissemination to mobile sinks in wireless sensor networks. In: Proceedings of Embedded Networked Sensor Systems, 2003, 193–204
Luo H, Ye F, Cheng J, et al. TTDD: two-tier data dissemination in large-scale wireless sensor networks. Journal of Wireless Networks, 2005, 11(1–2): 161–175
Luo J, Panchard J, Piorkowski M, et al. MobiRoute: routing towards a. mobile sink for improving lifetime in sensor networks. In: Proceedings of International Conference on Distributed Computing in Sensor Systems, 2006, 480–497
Jain S, Shah R, Brunette W, et al. Exploiting mobility for energy efficient data collection in sensor networks. Mobile Networks and Applications, 2006, 11(3): 327–339
Vincze Z, Vass D, Vida R, et al. Adaptive sink mobility in event-driven densely deployed wireless sensor networks. International Journal on Ad Hoc & Sensor Networks, 2007, 3(2–3): 255–284
Fodor K, Vidĺćcs A. Efficient routing to mobile sinks in wireless sensor networks. In: Proceedings of the 2nd International Workshop on Performance Control in Wireless Sensor Networks, 2007, 156–162
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Liu, X., Guan, J., Bai, G. et al. SWER: small world-based efficient routing for wireless sensor networks with mobile sinks. Front. Comput. Sci. China 3, 427–434 (2009). https://doi.org/10.1007/s11704-009-0052-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11704-009-0052-0