Novel Data Fusion Algorithm Based on Event-Driven and Dempster–Shafer Evidence Theory (original) (raw)

References

  1. Xia, X., Chen, Z., Li, D., & Li, W. (2014). Proposal for efficient routing protocol for wireless sensor network in coal mine goaf. Wireless Personal Communications, 77(3), 1699–1711.
    Article Google Scholar
  2. Owojaiye, G., & Sun, Y. (2013). Focal design issues affecting the deployment of wireless sensor networks for pipeline monitoring. Ad Hoc Networks, 11(3), 1237–1253.
    Article Google Scholar
  3. Tsai, C. W., Hong, T. P., & Shiu, G. N. (2016). Metaheuristics for the lifetime of WSN: A review. IEEE Sensors Journal, 16(9), 2812–2831.
    Article Google Scholar
  4. Dauwe, S., Renterghem, T. V., Botteldooren, D., & Dhoedt, B. (2012). Multiagent-based data fusion in environmental monitoring networks. _International Journal of Distributed Sensor Networks, 2012, (2012_-_6_-5), 2012(1–2), 15.
  5. Huy, D. V., & Viet, N. D. (2015). DF-AMS: Proposed solutions for multi-sensor data fusion in wireless sensor networks. In International conference on knowledge and systems engineering (pp. 1–6). IEEE.
  6. Bouabdallah, N., Rivero-Angeles, M. E., & Sericola, B. (2009). Continuous monitoring using event-driven reporting for cluster-based wireless sensor networks. IEEE Transactions on Vehicular Technology, 58(7), 3460–3479.
    Article Google Scholar
  7. Kamarei, M., Hajimohammadi, M., Patooghy, A., & Fazeli, M. (2015). An efficient data aggregation method for event-driven WSNs: A modeling and evaluation approach. Wireless Personal Communications, 84(1), 1–20.
    Article Google Scholar
  8. Bahrami, S., Yousefi, H., & Movaghar, A. (2012). DACA: Data-aware clustering and aggregation in query-driven wireless sensor networks. In International Conference on Computer Communications and Networks (Vol. 7204, pp. 1–7). IEEE.
  9. Izadi, D., Abawajy, J. H., Ghanavati, S., & Herawan, T. (2015). A data fusion method in wireless sensor networks. Sensors, 15(2), 2964.
    Article Google Scholar
  10. Yager, R. R., Kacprzyk, J., & Fedrizzi, M. (1994). Advances in the Dempster–Shafer theory of evidence. New York: Wiley.
    MATH Google Scholar
  11. Heinzelman, W. R., Chandrakasan, A., & Balakrishnan, H. (2000). Energy-efficient communication protocol for wireless microsensor networks. In Hawaii International Conference on System Sciences (Vol. 18, p. 8020). IEEE Computer Society.
  12. Manjeshwar, A., & Agrawal, D. P. (2002). APTEEN: A hybrid protocol for efficient routing and comprehensive information retrieval in wireless. In _Parallel and Distributed Processing Symposium. Proceedings International, IPDPS 2002, Abstracts and CD_-ROM (p. 8). IEEE.
  13. Ozger, M., & Akan, O. B. (2013). Event-driven spectrum-aware clustering in cognitive radio sensor networks. In IEEE INFOCOM (Vol. 12, pp. 1483–1491). IEEE.
  14. Adulyasas, A., Sun, Z., & Wang, N. (2013). An event-driven clustering-based technique for data monitoring in wireless sensor networks. In Consumer Communications and NETWORKING Conference (Vol. 14, pp. 653–656). IEEE.
  15. Hou, X., Zhang, D., & Zhong, M. (2014). Data aggregation of wireless sensor network based on event-driven and neural network. Chinese Journal of Sensors and Actuators, 27(1), 142–148.
    Google Scholar
  16. Shafer, G. (1978). A mathematical theory of evidence. Technometrics, 20(1), 242.
    Google Scholar
  17. Shen, B., Liu, Y., & Fu, J. S. (2014). An integrated model for robust multisensor data fusion. Sensors, 14(10), 19669–19686.
    Article Google Scholar
  18. Wang, W. Q., Yang, Y. L., & Yang, C. J. (2013). A data fusion algorithm based on evidence theory. Kongzhi Yu Juece/Control and Decision, 28(9), 1427–1430.
    Google Scholar
  19. Liu, K., Yang, T., Ma, J., & Cheng, Z. (2015). Fault-tolerant event detection in wireless sensor networks using evidence theory. KSII Transactions on Internet & Information Systems, 9(10), 3965–3982.
    Google Scholar
  20. Jousselme, A. L., Grenier, D., & Bossé, É. (2001). A new distance between two bodies of evidence. Information Fusion, 2(2), 91–101.
    Article Google Scholar
  21. Hong, C., Xiong, Z., & Zhang, Y. (2016). A hybrid beaconless geographic routing for different packets in WSN. New York: Springer.
    Google Scholar
  22. Mcgrattan, K. B., Hostikka, S., & Floyd, J. E. (2007). Fire dynamics simulator (version 5): User’s guide. NIST Special Publication, 4(4), 206–207.
    Google Scholar

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