Agent based approach towards energy aware routing in wireless sensor networks

Haroon Malik, Elhadi Shakshuki, Xinyu Xing

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In an environment where node density is massive, placement is heterogeneous and lots of sensory traffic with redundancy is produced; individual nodes waste limited wireless bandwidth and consume lot of energy. This minimizes their life time on the network. To handle such problem number of routing schemes have been proposed by researchers. These schemes tend to find the minimum energy path to prolong the network life. In this paper, we argue that it is not always wise to use the minimum energy path. Nodes along the optimal path will be used rapidly, burn out energy aggressively and eventually die hastily creating communication holes in network. This brings rapid change in the topology resulting in increased latency, poor connectivity and production of heterogeneous subnets. Thus, it is better to occasionally use suboptimal paths. We unmitigated our efforts to augment the node life time in sensor network by frequent use of suboptimal paths, and reducing redundant sensory network traffic. Towards this end, we propose an agent-based directed diffusion approach that incorporates static and mobile agents. Static agent is responsible for calculating and maintaining the set of optimal paths. Mobile agent main function is to perform data processing and make data aggregation decisions at nodes in the network rather than bring data back to a central processor (sink). This paper provides an analytical model for data dissemination for both approaches. To demonstrate the performance evaluation, a prototype of a simulator is implemented.

Original languageEnglish (US)
Title of host publication2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
Pages2149-2154
Number of pages6
DOIs
StatePublished - Dec 1 2007
Event2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007 - Montreal, QC, Canada
Duration: Oct 7 2007Oct 10 2007

Publication series

NameConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN (Print)1062-922X

Other

Other2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
CountryCanada
CityMontreal, QC
Period10/7/0710/10/07

Fingerprint

Mobile agents
Wireless sensor networks
Sensor networks
Redundancy
Analytical models
Agglomeration
Simulators
Topology
Bandwidth
Communication

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Malik, H., Shakshuki, E., & Xing, X. (2007). Agent based approach towards energy aware routing in wireless sensor networks. In 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007 (pp. 2149-2154). [4414095] (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). https://doi.org/10.1109/ICSMC.2007.4414095
Malik, Haroon ; Shakshuki, Elhadi ; Xing, Xinyu. / Agent based approach towards energy aware routing in wireless sensor networks. 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007. 2007. pp. 2149-2154 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).
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Malik, H, Shakshuki, E & Xing, X 2007, Agent based approach towards energy aware routing in wireless sensor networks. in 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007., 4414095, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2149-2154, 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007, Montreal, QC, Canada, 10/7/07. https://doi.org/10.1109/ICSMC.2007.4414095

Agent based approach towards energy aware routing in wireless sensor networks. / Malik, Haroon; Shakshuki, Elhadi; Xing, Xinyu.

2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007. 2007. p. 2149-2154 4414095 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Malik H, Shakshuki E, Xing X. Agent based approach towards energy aware routing in wireless sensor networks. In 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007. 2007. p. 2149-2154. 4414095. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). https://doi.org/10.1109/ICSMC.2007.4414095