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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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2012-06-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2012/182561 |
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| _version_ | 1849434627153854464 |
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| author | Shukui Zhang Yong Sun Jianxi Fan He Huang |
| author_facet | Shukui Zhang Yong Sun Jianxi Fan He Huang |
| author_sort | Shukui Zhang |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-e388b568d4a749ed87b9dfce7a7a6ecc |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2012-06-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-e388b568d4a749ed87b9dfce7a7a6ecc2025-08-20T03:26:34ZengWileyInternational Journal of Distributed Sensor Networks1550-14772012-06-01810.1155/2012/182561182561Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor NetworksShukui Zhang0Yong Sun1Jianxi Fan2He Huang3 State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China School of Computer Science and Technology, Soochow University, Suzhou 215006, China School of Computer Science and Technology, Soochow University, Suzhou 215006, China School of Computer Science and Technology, Soochow University, Suzhou 215006, ChinaMobile 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.https://doi.org/10.1155/2012/182561 |
| spellingShingle | Shukui Zhang Yong Sun Jianxi Fan He Huang Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks |
| title_full | Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks |
| title_fullStr | Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks |
| title_full_unstemmed | Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks |
| title_short | Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks |
| title_sort | cooperative data processing algorithm based on mobile agent in wireless sensor networks |
| url | https://doi.org/10.1155/2012/182561 |
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