TY - GEN
T1 - Bottleneck throughput maximization for correlated data routing
T2 - 44th Annual Conference on Information Sciences and Systems, CISS 2010
AU - Zeydan, Engin
AU - Tureli, Didem Kivanc
AU - Comaniciu, Cristina
AU - Tureli, Uf
PY - 2010
Y1 - 2010
N2 - In this paper, we propose an efficient bottleneck throughput maximizing routing framework for correlated data gathering in wireless sensor networks. Our proposed routing metric exploits the the data correlation present in sensor networks. For throughput-maximizing correlation aware routing, a game theoretic framework is developed for a local solution of the NP-complete optimization problem. The proposed throughput maximization algorithm selects the best routes to increase the bottleneck throughput of each source in the network using best response dynamics. Numerical results corroborates predicted throughput gains.
AB - In this paper, we propose an efficient bottleneck throughput maximizing routing framework for correlated data gathering in wireless sensor networks. Our proposed routing metric exploits the the data correlation present in sensor networks. For throughput-maximizing correlation aware routing, a game theoretic framework is developed for a local solution of the NP-complete optimization problem. The proposed throughput maximization algorithm selects the best routes to increase the bottleneck throughput of each source in the network using best response dynamics. Numerical results corroborates predicted throughput gains.
KW - Correlated data aggregation
KW - Game theory
KW - Throughput maximization
KW - Wireless sensor networks
UR - http://www.scopus.com/inward/record.url?scp=77953711651&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77953711651&partnerID=8YFLogxK
U2 - 10.1109/CISS.2010.5464941
DO - 10.1109/CISS.2010.5464941
M3 - Conference contribution
AN - SCOPUS:77953711651
SN - 9781424474172
T3 - 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010
BT - 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010
Y2 - 17 March 2010 through 19 March 2010
ER -