Bottleneck throughput maximization for correlated data routing: A game theoretic approach

Zeydan E., KIVANÇ TÜRELİ D., Comaniciu C., Tureli U.

44th Annual Conference on Information Sciences and Systems, CISS 2010, Princeton, NJ, Amerika Birleşik Devletleri, 17 - 19 Mart 2010, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/ciss.2010.5464941
  • Basıldığı Şehir: Princeton, NJ
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Anahtar Kelimeler: Correlated data aggregation, Game theory, Throughput maximization, Wireless sensor networks
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

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. ©2010 IEEE.