Ship Speed Estimation using Wireless Sensor Networks: Three and Five Sensors Formulation

Ajib Setyo Arifin, Dina Kusuma Wahyuni, Muhammad Suryanegara, Muhammad Asvial

Abstract


Intrusion detection on the sea is an important surveillance problem for harbor protection, border security, and commercial facilities such as oil platforms, fisheries facilities and other marine wealth. Widely used methods for ship detection are using radar or satellite which are very expensive. Besides the high cost, the satellite image is easily affected by the cloud. And it is difficult to detect small boats or ships on the sea with marine radar due to the noise or clutters generated by the uneven sea surface. In this paper,  we present a ship detection process by taking advantage of of ship-generated waves characteristics with Wireless Sensor Network (WSN).  In the detection process, we use accelerometer sensors  to measure the actual surface movement of ship waves. We deploy 3 nodes and  5 nodes sensor manually in grid fashion.  We propose ship speed estimation formula based on three and five deployed nodes which can accommodate the node movements caused by sea waves. Research carried out by conducting experiments based on actual data speed and vessel trajectory angle to be compared with the results of the formulation based estimation. We perform a quantitative analysis of the detection system results with expectation of  better error estimation measurements compare with the previous research (using 4 nodes with error estimation result less than 20 %), therefore the trajectory angle and ship speed estimation results can be closer to the actual experimental data results.

Keywords


Harbor Protection; Wireless Sensor Network (WSN); Ship Speed Detection; Accelerometer Sensor

References


Hanjiang Luo, Kaishun Wu, Zhongwen Guo, Lin Gu, and Lionel M. Ni, “Ship Detection with Wireless Sensor Networks”, IEEE Transactions On Parallel And Distributed Systems, Vol. 23, NO. 7, JULY 2012.

Hanjiang Luo, Kaishun Wu, Zhongwen Guo, Lin Gu, Zhong Yang and Lionel M, “SID: Ship Intrusion Detection with Wireless Sensor Networks”, 31st International Conference on Distributed Computing Systems, 2011.

Arivazhagan.B, Shyam Sundhar.B, “Advanced Border Intrusion Ship Detection using Wireless Sensor Networks”, International Journal of Advanced Research in Electronics, Communication & Instrumentation Engineering and Development, Volume: 2,ISSN_NO: 2347 -7210, 2014.

Shancang Li, Xunian Li, Jue Wang, “Sensor Network Localization on Distance Reconstruction”, Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference, 2012.

Wang Zhu, Shao Xianhe, Lv Cuicui, Chen Jianhui, “Relay Node Placement Algorithm Based on Grid in Wireless Sensor Network”, Third International Conference on Instrumentation, Measurement, Computer, Communication and Control, 2013.

TANG Guoming, XIE Yi, TANG Daquan, TANG Jiuyang, “An Adaptive Grid Division Algorithm for Target Location in Wireless Sensor Networks”, Conference Anthology, IEEE, 2013.

F. Ursell, “On Kelvin’s Ship-Wave Pattern”, J. Fluid Mechanics Digital Archive, vol. 8, no. 3, pp. 418-431, 2006.

M. Duarte and Y. Hen Hu, “Vehicle Classification in Distributed Sensor Networks”, J. Parallel and Distributed Computing, vol. 64, no. 7, pp. 826-838, 2004.

Jamal N. Al-Karaki, Ahmed E. Kamal, “Routing Techniques In Wireless Sensor Networks: A Survey”,Ieee Wireless Communications, 2004.

Archana Bharathidasan, Vijay Anand Sai Ponduru, “Sensor Networks: An Overview”, Department of Computer Science University of California

I Putu Agus Agus Eka Pratama, Sinung Suakanto, “Wireless Sensor Network”, Informatika Bandung, 2015.

T. Havelock, “The Propagation of Groups of Waves in Dispersive Media, with Application to Waves on Water Produced by a Travelling Disturbance”, Proc. Royal Soc., pp. 398-430, 1908.

“IMote2: http://ubi.cs.washington.edu/wiki/index.php/IMote2”.




DOI: http://dx.doi.org/10.12928/telkomnika.v16i3.7596

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