Title :
An Algorithm to Coordinate Missions in Wireless Sensor Networks
Author :
De Sá, A. G C ; Heimfarth, T. ; De Oliveira, H.E. ; De Freitas, E.P.
Author_Institution :
Univ. Fed. de Minas Gerais (UFMG), Belo Horizonte, Brazil
fDate :
3/1/2012 12:00:00 AM
Abstract :
This paper presents an algorithm to allocate suitable nodes of a Wireless Sensor Network (WSN) to accomplish a given task (called mission). This algorithm is part of the Grubmi middleware. A mission is inserted in an arbitrary point of the network, being disseminated to all nodes by the middleware. Then, a suitable set of nodes should be selected to execute the jobs described by the mission. The network is heterogeneous, therefore, the nodes´ characteristics must match the mission´s requirements. Since a centralized algorithm with global information about the network is prohibitive due to the costs, we proposed in this paper a probabilistic approach to solve this problem. Two versions of the heuristic are described: the basic and the extended one. For a scenario with mixed placement of different nodes, both variants, in average, presented results which were 87% of the optimal one. For scenarios with regions of nodes with similar characteristics, the basic heuristic had lower performance whereas the extended one could maintain the same behavior.
Keywords :
heuristic programming; wireless sensor networks; Grubmi middleware; centralized algorithm; wireless sensor networks; Bills of materials; Floods; Hardware; Middleware; Robustness; Visualization; Wireless sensor networks; Algorithm; Grubmi; Heuristic; Mission; WSN;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2012.6187604