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Erschienen in: Wireless Personal Communications 4/2016

01.08.2016

Energy Efficient Data Aggregation in Mobile Agent Based Wireless Sensor Network

verfasst von: Divya Lohani, Shirshu Varma

Erschienen in: Wireless Personal Communications | Ausgabe 4/2016

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Abstract

Energy efficiency have always been a priority while designing wireless sensor networks. Introduction of mobile agent technology in wireless sensor networks for collaborative signal and information processing has provided the new scope for efficient processing and aggregation of data. Mobile agent based distributed computing paradigm offers numerous benefits over the existing and commonly used client/server computing paradigm in wireless sensor networks. Mobile agent performs the task of data processing and data aggregation at the node level rather than at the sink, thus, eliminating the redundant network overhead. One of the most important issues in mobile agent based paradigm is planning of an itinerary for agent traversal. In this paper, we have proposed a dynamic mobile agent based data aggregation approach that takes into consideration energy efficiency, network lifetime, end to end delay and aggregation ration while making the decision for migration of agent in multihop sensor network. As our approach focuses on finding the most informative route by traversing comparatively less number of nodes consequently mobile agent takes less time to return to processing element, thus, exhibiting lower delay.

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Literatur
1.
Zurück zum Zitat Akyildiz, I. F., Su, W., Subramaniam, Y., & Cayirci, E. (2002). A survey on sensor networks. IEEE Communications Magazine, 40(8), 104–112.CrossRef Akyildiz, I. F., Su, W., Subramaniam, Y., & Cayirci, E. (2002). A survey on sensor networks. IEEE Communications Magazine, 40(8), 104–112.CrossRef
2.
Zurück zum Zitat Yick, J., Mukherjee, B., & Ghosal, D. (2008). Wireless sensor network survey. Elsevier Computer Networks, 52, 2292–2330.CrossRef Yick, J., Mukherjee, B., & Ghosal, D. (2008). Wireless sensor network survey. Elsevier Computer Networks, 52, 2292–2330.CrossRef
3.
Zurück zum Zitat Qi, H., Iyengar, S., & Chakrabarty, K. (2001). Distributed sensor networks—A review of recent research. Journal of the Franklin Institute, 338, 655–668.CrossRefMATH Qi, H., Iyengar, S., & Chakrabarty, K. (2001). Distributed sensor networks—A review of recent research. Journal of the Franklin Institute, 338, 655–668.CrossRefMATH
4.
Zurück zum Zitat Zhao, F., Shin, J., & Reich, J. (2002). Information-driven dynamic sensor collaboration. IEEE Signal Processing Magazine, 19(2), 61–72.CrossRef Zhao, F., Shin, J., & Reich, J. (2002). Information-driven dynamic sensor collaboration. IEEE Signal Processing Magazine, 19(2), 61–72.CrossRef
5.
Zurück zum Zitat Xu, Y., Qi, H., & Kuruganti, P. T. (2003). Distributed computing paradigm for collaborative processing in sensor networks. In IEEE GlobeCom (pp. 3531–3535). Xu, Y., Qi, H., & Kuruganti, P. T. (2003). Distributed computing paradigm for collaborative processing in sensor networks. In IEEE GlobeCom (pp. 3531–3535).
6.
Zurück zum Zitat Xu, Y., & Qi, H. (2004). Distributed computing paradigm for collaborative signal and information processing in sensor networks. Journal of Parallel and Distributed Computing, 64(8), 945–959.CrossRefMATH Xu, Y., & Qi, H. (2004). Distributed computing paradigm for collaborative signal and information processing in sensor networks. Journal of Parallel and Distributed Computing, 64(8), 945–959.CrossRefMATH
7.
Zurück zum Zitat Qi, H., Xu, Y., & Wang, X. (2003). Mobile-agent-based collaborative signal and information processing in sensor networks. Proceedings of the IEEE, 91(8), 1172–1183.CrossRef Qi, H., Xu, Y., & Wang, X. (2003). Mobile-agent-based collaborative signal and information processing in sensor networks. Proceedings of the IEEE, 91(8), 1172–1183.CrossRef
8.
Zurück zum Zitat Chen, M., Kwon, T., Yuan, Y., & Leung, V. C. M. (2006). Mobile agent based wireless sensor networks. Journal of Computers, 1, 6–10. Chen, M., Kwon, T., Yuan, Y., & Leung, V. C. M. (2006). Mobile agent based wireless sensor networks. Journal of Computers, 1, 6–10.
9.
Zurück zum Zitat Xu, Y., & Qi, H. (2008). Mobile agent migration modelling and design for target tracking in wireless sensor networks. Ad Hoc networks Journal, 6(1), 1–16.MathSciNetCrossRef Xu, Y., & Qi, H. (2008). Mobile agent migration modelling and design for target tracking in wireless sensor networks. Ad Hoc networks Journal, 6(1), 1–16.MathSciNetCrossRef
10.
Zurück zum Zitat Biswas, P. K., Qi, H., & Xu, Y. (2008). Mobile agent based collaborative sensor fusion. Information Fusion Journal, 9(3), 399–411.CrossRef Biswas, P. K., Qi, H., & Xu, Y. (2008). Mobile agent based collaborative sensor fusion. Information Fusion Journal, 9(3), 399–411.CrossRef
11.
Zurück zum Zitat Chen, M., Gonzalez, S., & Leung, V. C. (2007). Applications and design issues of mobile agents in wireless sensor networks. IEEE Wireless Communications Magazine (Special Issue on Wireless Sensor Networking), 14(6), 20–26.CrossRef Chen, M., Gonzalez, S., & Leung, V. C. (2007). Applications and design issues of mobile agents in wireless sensor networks. IEEE Wireless Communications Magazine (Special Issue on Wireless Sensor Networking), 14(6), 20–26.CrossRef
12.
Zurück zum Zitat Qi, H., & Wang, F. (2001). Optimal itinerary analysis for mobile agents in adhoc wireless sensor networks. In Proceedings of the IEEE international conference on communications (ICC), Helsinki, Finland. Qi, H., & Wang, F. (2001). Optimal itinerary analysis for mobile agents in adhoc wireless sensor networks. In Proceedings of the IEEE international conference on communications (ICC), Helsinki, Finland.
13.
Zurück zum Zitat Chen, M., Kwon, T., Yuan, Y., Choi Y., & Leung, V. C. (2007). Mobile agent-based directed diffusion in wireless sensor networks. EURASIP Journal on Advances in Signal Processing, 2007(1), 219. Chen, M., Kwon, T., Yuan, Y., Choi Y., & Leung, V. C. (2007). Mobile agent-based directed diffusion in wireless sensor networks. EURASIP Journal on Advances in Signal Processing, 2007(1), 219.
14.
Zurück zum Zitat Wu, Q., Rao, N. S. V., Barhen, J., Sitharama Iyengar, S., Vaishnavi, V. K., Qi, H., & Chakrabarty, K. (2004). On computing mobile agent routes for data fusion in distributed sensor networks. IEEE Transactions on Knowledge and Data Engineering, 16(6), 740–753.CrossRef Wu, Q., Rao, N. S. V., Barhen, J., Sitharama Iyengar, S., Vaishnavi, V. K., Qi, H., & Chakrabarty, K. (2004). On computing mobile agent routes for data fusion in distributed sensor networks. IEEE Transactions on Knowledge and Data Engineering, 16(6), 740–753.CrossRef
15.
Zurück zum Zitat Chen, M., Leung, V., Mao, S., Kwon, T., & Li, M. (2009). Energy-efficient itinerary planning for mobile agents in wireless sensor networks. In Proceedings of the IEEE international conference on communications (ICC), Bresden, Germany (pp. 1–5). Chen, M., Leung, V., Mao, S., Kwon, T., & Li, M. (2009). Energy-efficient itinerary planning for mobile agents in wireless sensor networks. In Proceedings of the IEEE international conference on communications (ICC), Bresden, Germany (pp. 1–5).
Metadaten
Titel
Energy Efficient Data Aggregation in Mobile Agent Based Wireless Sensor Network
verfasst von
Divya Lohani
Shirshu Varma
Publikationsdatum
01.08.2016
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 4/2016
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-016-3310-0

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