Fault-tolerant event monitoring in wireless sensor networks

被引:0
|
作者
机构
[1] Department of Computer Science and Technology, Heilongjiang University
[2] Department of Computer Science and Technology, Harbin Institute of Technology
来源
Ren, Q.-Q. (qqren@hit.edu.cn) | 1600年 / Science Press卷 / 35期
关键词
Event monitoring; Fault-tolerance; Internet of Things; Uncertainty; Wireless sensor networks;
D O I
10.3724/SP.J.1016.2011.00581
中图分类号
学科分类号
摘要
Event monitoring is an important issue in wireless sensor networks, however, the limits of sensor networks and the uncertainty existed in sensed data propose challenges for it. This paper analyzes the uncertainty existed in sensor networks and presents fault-tolerant event monitoring mechanism. We first introduce the fault-tolerant event detection and monitoring nodes choosing algorithms, and then estimate the event appearing area under the condition of static sensor nodes and moving sensor nodes. Finally, we evaluate our algorithms via a serial of simulations. The experimental results show that the proposed algorithms can obtain optimal performance in event monitoring.
引用
收藏
页码:581 / 590
页数:9
相关论文
共 20 条
  • [1] Li J.-Z., Li J.-B., Shi S.-F., Concepts, issues and advance of sensor networks and data management of sensor networks, Journal of Software, 14, 10, pp. 1717-1727, (2003)
  • [2] Sarkar R., Gao J., Differential forms for target tracking and aggregate queries in distributed networks, Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, pp. 377-388, (2010)
  • [3] Vicaire P., He T., Cao Q., Yan T., Zhou G., Gu L., Luo L., Stoleru R., Stankovic J.A., Abdelzaher T., Achieving long-term surveillance in vigilNet, ACM Transactions on Sensor Networks (TOSN), 5, 1, pp. 1-39, (2009)
  • [4] Ding M., Cheng X., Robust event boundary detection in sensor networks: A mixture model based approach, Proceedings of the 28th International Conference on Computer Communications, pp. 2991-2995, (2009)
  • [5] Krishnamachari B., Iyengar S., Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks, IEEE Transactions on Computers, 53, 3, pp. 241-250, (2004)
  • [6] Meng J., Li H., Han Z., Sparse event detection in wireless sensor networks using compressive sensing, Proceedings of the 43rd Annual Conference on Information Sciences and Systems (CISS), pp. 181-185, (2009)
  • [7] Tan H.X., Chan M.C., Xiao W., Kong P.Y., Tham C.K., Information quality aware routing in event-driven sensor networks, Proceedings of the 29th International Conference on Computer Communications., pp. 1703-1711, (2010)
  • [8] Wittenburg G., Dziengel N., Wartenburger C., Schiller J., A system for distributed event detection in wireless sensor networks, Proceedings of the 10th International Conference on Information Processing in Sensor Networks, pp. 94-104, (2010)
  • [9] Ding M., Cheng X., Fault tolerant target tracking in sensor networks, Proceedings of the 10th ACM International Symposium on Mobile Ad Hoc Networking and Computing, pp. 125-134, (2009)
  • [10] Zhang Y., Meratnia N., Havinga P.J.M., Outlier detection techniques for wireless sensor networks: A survey, Journal of IEEE Communications Survey and Tutorials, 12, 2, pp. 159-170, (2010)