Title :
SID: Ship Intrusion Detection with Wireless Sensor Networks
Author :
Luo, Hanjiang ; Wu, Kaishun ; Guo, Zhongwen ; Gu, Lin ; Yang, Zhong ; Ni, Lionel M.
Author_Institution :
Dept. of Comput. Sci., Ocean Univ. of China, Qingdao, China
Abstract :
Surveillance is a vital problem for harbor protection, border control or the security of other commercial facilities. It is particularly challenging to protect the vast near-coast sea surface and busy harbor areas from intrusions of unauthorized marine vessels, such as trespassing boats and ships. 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 on the sea surface to detect ships. Using signal processing techniques and cooperative signal processing, we can detect the passing ships by distinguishing the ship-generated waves and the ocean waves. We design an intrusion detection system in which we propose to exploit spatial and temporal correlations of the intrusion to increase detection reliability. We conduct evaluations with real data collected by our initial experiments, and provide quantitative analysis on the detection system, such as the successful detection ratio and the estimation of the intruding ship velocity.
Keywords :
accelerometers; marine communication; signal processing; surveillance; telecommunication security; wireless sensor networks; SID; border control; commercial facility security; cooperative signal processing; detection reliability; harbor protection; intruding ship velocity estimation; marine vessel intrusion; near-coast sea surface protection; ocean waves; ship intrusion detection; ship-generated waves; signal processing techniques; spatial correlations; surveillance; temporal correlations; three-axis accelerometer sensors; wireless sensor networks; Accelerometers; Intrusion detection; Marine vehicles; Ocean waves; Sea measurements; Sensors; Wavelet transforms; Ship detection; harbor protection; wireless sensor networks;
Conference_Titel :
Distributed Computing Systems (ICDCS), 2011 31st International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-61284-384-1
Electronic_ISBN :
1063-6927
DOI :
10.1109/ICDCS.2011.21