DocumentCode :
1746999
Title :
Distributed multi-resolution data integration using mobile agents
Author :
Qi, Hairong ; Iyengar, S. Sitharama ; Chakrabarty, Krishnendu
Author_Institution :
Dept. of Electr. & Comput. Eng., Tennessee Univ., Knoxville, TN, USA
Volume :
3
fYear :
2001
fDate :
2001
Abstract :
We describe the use of the mobile agent paradigm to design an improved infrastructure for data integration in Distributed Sensor Network (DSN). We use the acronym MADSN to denote the proposed Mobile-Agent-based DSN. Instead of moving data to processing elements for data integration, as is typical of a client/server paradigm, MADSN moves the processing code to the data locations. This saves network bandwidth and provides an effective means for overcoming network latency, since large data transfers are avoided. We study two important problems related to MADSN design-the distributed integration problem, and the optimum performance problem. Compared to DSNs, a mobile-agent implementation of multi-resolution data integration saves up to 90% of the data transfer time. For a given set of network parameters, we analyze the conditions under which MADSN performs better than DSN and determine the condition under which MADSN reaches its optimum performance level
Keywords :
distributed object management; distributed sensors; intelligent networks; sensor fusion; software agents; data locations; data transfer time; distributed integration problem; distributed multiresolution data integration; distributed sensor network; improved infrastructure; mobile agents; network bandwidth; network latency; optimum performance problem; processing code; sensor fusion; Bandwidth; Computer networks; Delay; Environmental economics; Mobile agents; Performance analysis; Remote sensing; Sensor fusion; Sensor phenomena and characterization; Surveillance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Aerospace Conference, 2001, IEEE Proceedings.
Conference_Location :
Big Sky, MT
Print_ISBN :
0-7803-6599-2
Type :
conf
DOI :
10.1109/AERO.2001.931343
Filename :
931343
Link To Document :
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