Collaborative hybrid classifier learning with ant colony optimization in wireless multimedia sensor networks

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn , Issue , 2008, Pages 3341-3346

  Wang, Sheng ^a   Wang, Xue ^a   Ding, Liang ^a   Bi, Daowei ^a   You, Zheng ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Ant colony optimization; Collaborative learning; Support vector machine; Target classification; Wireless sensor networks

Indexed keywords

ANT COLONY OPTIMIZATION; CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; ENERGY UTILIZATION; LEARNING SYSTEMS; SENSOR NODES; SIGNAL PROCESSING; SUPPORT VECTOR MACHINES; WIRELESS SENSOR NETWORKS;

CLUSTERING METHODS; COLLABORATIVE LEARNING; COMPUTING PARADIGM; MULTIMEDIA SIGNALS; ONLINE SUPPORT VECTOR MACHINES; TARGET CLASSIFICATION; WIRELESS MULTIMEDIA SENSOR NETWORK; WIRELESS MULTIMEDIA SENSOR NETWORKS (WMSN);

LEARNING ALGORITHMS;

EID: 52149101808     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2008.4594495     Document Type: Conference Paper

References (12)

1. I. F. Akyildiz, T. Melodia, and K. R. Chowdhury, "A survey on wireless multimedia sensor networks," Computer Networks, vol. 51, no. 4, pp. 921-960, March 2007.
2. M. F. Duarte and Y. H. Hu, "Vehicle classification in distributed sensor networks," Journal of Parallel and Distributed Computing, vol. 64, no. 7, pp. 826-838, July 2004.
3. A. Shilton, M. Palaniswami and D. Ralph, et al, "Incremental training of support vector machines," IEEE Trans. Neural Networks, vol. 16, no. 1, pp. 114-131, Jan. 2005.
4. S. Rüping, "Incremental learning with support vector machines," in Proc. IEEE Int. Conf. on Data Mining, 2001, pp. 641-642.
5. X. Wang and S. Wang, "Collaborative signal processing for target tracking in distributed wireless sensor networks," Journal of Parallel and Distributed Computing, vol. 67, no. 5, pp. 501-515, May 2007.
6. I. Haritaoglu, D. Harwood and L. S. Davis, "W4: real-time surveillance of people and their activities," IEEE Trans. Pattern Recognition and Machine Intelligence, vol. 22, no. 8, pp. 809-830, Aug. 2000.
7. M. Martina, G. Masera and G. Piccinini, et al, "Embedded IWT evaluation in reconfigurable wireless sensor network," in The 9th International Conference on Electronics, Circuits and Systems, 2002, pp. 855-858.
8. X. Wang, S. Wang and J. Ma, "An improved co-evolutionary particle swarm optimization for wireless sensor networks with dynamic deployment," Sensors, vol. 7, no. 3, pp. 354-370, March 2007.
9. Y. Xu and H. Qi, "Distributed computing paradigms for collaborative signal and information processing in sensor networks," Journal of Parallel and Distributed Computing, vol. 64, no. 8, pp. 945-959, Aug. 2004.
10. Q. Wu, N. S. V. Rao and J. Barhen, "On computing mobile agent routes for data fusion in distributed sensor networks," IEEE Trans. Knowledge and Data Engineering, vol. 16, no. 6, pp. 740-753, June 2004.
11. J. Pan and D. Wang, "An ant colony optimization algorithm for multiple travelling salesman problem," in First International Conference on Innovative Computing, Information and Control, 2006, pp. 210-213.
12. S. S. Iyengar, H. C. Wu, and N. Balakrishnan, et al, "Biologically inspired cooperative routing for wireless mobile sensor networks," IEEE Systems Journal, vol. 1, no. 1, pp. 29-37, Sept. 2007.