Have a personal or library account? Click to login

Outlier Detection Based On Similar Flocking Model In Wireless Sensor Networks

Open Access
|Feb 2013

References

  1. Xie Yingxin, Chen Xiangguang, Yu Xiangming et al. “Fast SVDD-based outlier detection approach in wireless sensor networks”, Journal of Scientific Instrument, Vol. 32, No. 1, pp 46-51, January 2011.
  2. Zhang, Y., N. Meratnia, and P. Havinga, “Outlier Detection Techniques for Wireless Sensor Networks: A Survey”. IEEE Communications Surveys and Tutorials, Vol. 12, No. 2, pp. 159170, February 2010.
  3. Boyinbode Olutayo, Le Hanh, Mbogho Audrey, et al. “A survey on clustering algorithms for wireless sensor networks”. Proc. of 13th International Conference on Network-Based Information Systems, NBiS 2010, pp. 358-364, Japan, September 14-16, 2010.10.1109/NBiS.2010.59
  4. Korjani Mohammad Mehdi, Afshar Ahmad, Menhaj Mohammad Bagher, et al., “Optimal model detection in distributed sensor networks using genetic-fuzzy clustering”. Proc. of 2007 IEEE Congress on Evolutionary Computation, pp. 2817-2821, Singapore, September 25-28, 2007.
  5. Amirhosein T,Reza M,Frank E. “A Communication-Efficient Distributed Clustering Algorithm for Sensor Networks”. Proc. of 22nd International Conference on Advanced Information Networking and Applications – Workshops, AINAW 2008, pp.634-638, Japan, March 25-28, 2008.
  6. Hakilo S, Adnan A, Hamid G. “Distributed WSN Data Stream Mining based on Fuzzy Clustering”. Proc. of Symposia and Workshops on Ubiquitous,Autonomic and Trusted Computing, 2009, UIC-ATC ‘09.pp.395-400, Brisbane, Australia, July 7-9, 2009.
  7. Masud M, Sutharshan R, Christopher L, et al. “Anomaly Detection by Clustering Ellipsoids in Wireless Sensor Networks”. Proc. of 2009 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp.331-336, Melbourne,Australian, December 7-10, 2009.
  8. S. Rajasegarar, C. Leckie, M. Palaniswami and J.C. Bezdek. “Distributed Anomaly Detection in Wireless Sensor Networks”. Proc. of 10th IEEE Singapore International Conference on Communication systems, 2006. ICCS 2006, pp.1-5, Singapore, October 3-5, 2006.10.1109/ICCS.2006.301508
  9. Hao Jutao, Chen Qingkui, Huo Huan, et al. “Energy Efficient Clustering Algorithm for Data Gathering in Wireless Sensor Networks”. Journal of Networks, Vol.6, No.3, pp. 490-497, March 2011.10.4304/jnw.6.3.490-497
  10. Katiyar Vivek, Chand Narottam and Soni Surender. “Energy-efficient multilevel clustering in heterogeneous wireless sensor networks”. Communications in Computer and Information Science, Vol. 125, pp. 293-299, 2011.10.1007/978-3-642-18440-6_37
  11. Reynolds C. “Flocks, herds, and schools: A distributed behavioral model. Comput Graph”, ACM SIGGRAPH Computer Graphics, Vol. 21, No.4, pp. 25-34, 1987.10.1145/37402.37406
  12. Vicsek T, Czirok A, Ben-Jacob E, et al. “Novel type of phase transition in a system of self-driven particles”. Phys. Rev. Lett., Vol. 75, No.6, pp. 1226-1229, August 1995.
  13. Li Qiang, He Yan and Jiang Jing ping. “A New Clustering Algorithm Based on Flocking with Virtual Leaders”. Journal of Electronics& Information Technology, Vol. 31, No. 8, pp. 1846-1851, August 2009.
  14. Xiaohui Cui, Jinzhu Gao and Thomas E. Potok. “A flocking based algorithm for document clustering analysis”. Journal of Systems Architecture, Vol. 52, No. 8, pp. 505-515, August 2006.10.1016/j.sysarc.2006.02.003
  15. TAN Pang-ning, STEINBACH M and KUMAR V, “Introduction to data mining”. Boston Pearson Addison Wesley Education Inc, 2006.
  16. M.Hassani,E. Muller and T. Seidl. “EDISKCO:Energy Efficient Distributed In-SensorNetwork K-center Clustering with Outliers”. Proc. of the Third International Workshop on Knowledge Discovery from Sensor Data, SensorKDD’09, pp. 39-48, Paris,France, June 28, 2009.10.1145/1601966.1601975
  17. Heinzelman W R, Chandrakasan A and Balakrishnan H. “Energy efficient communication protocol for wireless microsensor networks”. Proc. of the 33rd Annual Hawaii International Conference on System Sciences. pp. 8020-8029, Maui, Hawaii, January 4-7, 2000.
  18. http://db.csail.mit.edu/labdata/labdata.html
Language: English
Page range: 18 - 37
Submitted on: Aug 4, 2012
Accepted on: Jan 15, 2013
Published on: Feb 20, 2013
Published by: Professor Subhas Chandra Mukhopadhyay
In partnership with: Paradigm Publishing Services
Publication frequency: 1 times per year

© 2013 Cheng Chunling, Wu Hao, Yu Zhihu, Zhang Dengyin, Xu Xiaolong, published by Professor Subhas Chandra Mukhopadhyay
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.