A novel routing algorithm based on ant colony system for wireless sensor networks

Xin Guan, L. Guan, X. G. Wang, Tomoaki Ohtsuki

研究成果: Conference contribution

4 引用 (Scopus)

抜粋

In this paper, we introduce a novel routing algorithmwhich is based on Ant Colony System. The objective of this novel algorithm is to solve the problem of energy and congestion control on wireless sensor network routing process. This novel algorithm is able to achieve better load balance and prolong the network lifetime. In this novel algorithm we combine the pheromone released by multi-ant colonies and residual energy as the algorithm control factor. Furthermore, we also introduce the competition mechanism among multiant colonies to avoid the simplex convergence in our algorithm. In this way, the novel algorithm controls the network traffic congestion effectively and balances the energy consumption for sensor networks. Simulation results in this paper demonstrate that this novel algorithm has better performance on load balance comparing with fundamental ant colony algorithm.

元の言語English
ホスト出版物のタイトル2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009
DOI
出版物ステータスPublished - 2009 11 12
イベント2009 18th International Conference on Computer Communications and Networks, ICCCN 2009 - San Francisco, CA, United States
継続期間: 2009 8 32009 8 6

出版物シリーズ

名前Proceedings - International Conference on Computer Communications and Networks, ICCCN
ISSN(印刷物)1095-2055

Other

Other2009 18th International Conference on Computer Communications and Networks, ICCCN 2009
United States
San Francisco, CA
期間09/8/309/8/6

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Software

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  • これを引用

    Guan, X., Guan, L., Wang, X. G., & Ohtsuki, T. (2009). A novel routing algorithm based on ant colony system for wireless sensor networks. : 2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009 [5235245] (Proceedings - International Conference on Computer Communications and Networks, ICCCN). https://doi.org/10.1109/ICCCN.2009.5235245