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Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks

Authors :
Shukui Zhang
Yong Sun
Jianxi Fan
He Huang
Source :
International Journal of Distributed Sensor Networks, Vol 8 (2012)
Publication Year :
2012
Publisher :
Hindawi - SAGE Publishing, 2012.

Abstract

Mobile agent (MA) systems provide new capabilities for energy-efficient data processing by flexibly planning its itinerary for facilitating agent-based data collection and aggregation. In this paper, we present a cooperative data processing algorithm based on mobile agent (MA-CDP), and considers MA in multihop environments and can autonomously clone and migrate themselves in response to environmental changes. MA accounts for performing data processing and making data aggregation decisions at nodes rather than bringing data back to a central processor, and redundant sensory data will be eliminated. The results of our simulation show that MA-based cooperative data processing provides better performance than directed diffusion in terms of end-to-end delivery latency, packet delivery ratio, and energy consumption.

Details

Language :
English
ISSN :
15501477
Volume :
8
Database :
Directory of Open Access Journals
Journal :
International Journal of Distributed Sensor Networks
Publication Type :
Academic Journal
Accession number :
edsdoj.388b568d4a749ed87b9dfce7a7a6ecc
Document Type :
article
Full Text :
https://doi.org/10.1155/2012/182561