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

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...

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Vydáno v:International journal of distributed sensor networks Ročník 2012; číslo 2012; s. 1 - 9
Hlavní autoři: Zhang, Shukui, Sun, Yong, Fan, Jianxi, Huang, He
Médium: Journal Article
Jazyk:angličtina
Vydáno: Cairo, Egypt Hindawi Puplishing Corporation 01.01.2012
SAGE Publications
John Wiley & Sons, Inc
Wiley
Témata:
Acquisition of databases
Agents (artificial intelligence)
Agglomeration
Algorithms
Data processing
Diffusion
Electronic data processing
Energy consumption
Microprocessors
Mobile agent systems
Networks
Sensors
Software
Studies
Wireless networks
Wireless sensor networks
التزويد
حفظ الطاقة
قواعد البيانات
معالجة البيانات
موارد الطاقة
ISSN:1550-1329, 1550-1477, 1550-1477
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Shrnutí: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.
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ISSN:1550-1329
1550-1477
1550-1477
DOI:10.1155/2012/182561