• DocumentCode
    1381360
  • Title

    Ship Detection with Wireless Sensor Networks

  • Author

    Luo, Hanjiang ; Wu, Kaishun ; Guo, Zhongwen ; Gu, Lin ; Ni, Lionel M.

  • Author_Institution
    Dept. of Inf. Eng., Zibo Vocational Inst., Zibo, China
  • Volume
    23
  • Issue
    7
  • fYear
    2012
  • fDate
    7/1/2012 12:00:00 AM
  • Firstpage
    1336
  • Lastpage
    1343
  • Abstract
    Surveillance is a critical problem for harbor protection, border control or the security of commercial facilities. The effective protection of vast near-coast sea surfaces and busy harbor areas from intrusions of unauthorized marine vessels, such as pirates smugglers or, illegal fishermen is particularly challenging. In this paper, we present an innovative solution for ship intrusion detection. Equipped with three-axis accelerometer sensors, we deploy an experimental Wireless Sensor Network (WSN) on the sea´s surface to detect ships. Using signal processing techniques and cooperative signal processing, we can detect any passing ships by distinguishing the ship-generated waves from the ocean waves. We design a three-tier intrusion detection system with which we propose to exploit spatial and temporal correlations of an intrusion to increase detection reliability. We conduct evaluations with real data collected in our initial experiments, and provide quantitative analysis of the detection system, such as the successful detection ratio, detection latency, and an estimation of an intruding vessel´s velocity.
  • Keywords
    accelerometers; correlation theory; geophysical signal processing; military vehicles; ocean waves; ships; signal detection; spatiotemporal phenomena; surveillance; wireless sensor networks; accelerometer sensor; border control; coast sea surface; cooperative signal processing; data collection; harbor protection; ocean wave; ship generated wave; ship intrusion detection; spatial correlation; surveillance security; temporal correlation; unauthorized marine vessel; wireless sensor network; Correlation; Intrusion detection; Marine vehicles; Ocean waves; Sea surface; Sensors; Wireless sensor networks; Ship detection; harbor protection.; surveillance security; target tracking; wireless sensor networks;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2011.274
  • Filename
    6086534