DocumentCode :
3479792
Title :
Leveraging Biologically-inspired Mobile Agents Supporting Composite Needs of Reliability and Timeliness in Sensor Applications
Author :
Boonma, Pruet ; Suzuki, Jun
Author_Institution :
Dept. of Comput. Sci., Univ. of Massachusetts, Boston, MA
fYear :
2007
fDate :
11-13 Oct. 2007
Firstpage :
851
Lastpage :
860
Abstract :
Wireless sensor networks are often used for event detection applications, which require a certain level of reliability and timeliness while minimizing energy consumption. Existing work considers reliability, timeliness and energy consumption largely in isolation. This paper proposes a solution to satisfy these conflicting requirements by using biologically-inspired mobile agents. The problem is formulated into an NP-hard problem, the vehicle routing problem, and decentralized and centralized heuristics are developed to govern agent behaviors. Simulation results show that proposed solution allows agents (i.e., sensor applications) to effectively balance the tradeoffs among reliability, timeliness and energy efficiency and outperform an existing similar mechanism.
Keywords :
biology computing; computational complexity; heuristic programming; mobile agents; optimisation; reliability; NP-hard problem; biologically-inspired mobile agents; energy efficiency; reliability; vehicle routing problem; wireless sensor networks; Biological system modeling; Biosensors; Energy consumption; Energy efficiency; Event detection; Mobile agents; NP-hard problem; Routing; Vehicles; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Frontiers in the Convergence of Bioscience and Information Technologies, 2007. FBIT 2007
Conference_Location :
Jeju City
Print_ISBN :
978-0-7695-2999-8
Type :
conf
DOI :
10.1109/FBIT.2007.137
Filename :
4524218
Link To Document :
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