Localization Technique Model of Ships Ad Hoc Network (SANET) Using Geographic's Database and Clustering Analysis

Sumaya Hamad; Yossra Hussain Ali; Shaimaa H. Shaker

doi:10.3991/ijoe.v18i06.29819

Authors

Sumaya Hamad University of Anbar https://orcid.org/0000-0002-0849-9526
Yossra Hussain Ali University of Technology
Shaimaa H. Shaker University of Technology

DOI:

https://doi.org/10.3991/ijoe.v18i06.29819

Keywords:

Localization, SANET, FCM, GIS, GeoMedia

Abstract

The localization problem in ad hoc networks has drawn wide attention in recent years due to the rapid advances in mobile computing and improvements of wireless communication technologies. In this paper, we design the localization model for Ships Ad Hoc network (SANET) involves three stages (Data collection, Data clustering, and Localization model). Our proposal can estimate its own position by using the travelling distance and the previous position which is estimated after the achievement of the stability of the ships. Our experimental results will show the effectiveness of the proposal.

Author Biographies

Sumaya Hamad, University of Anbar

Sumaya Hamad is member of the College of Computer Science and Information Technology (CSIT) as Assist. Teacher at University of Anbar, Anbar, Iraq. received the B.Sc. (good) (first class) degree in computer science from University of Anbar, in 2002, and the M.Sc. degree in computer science from University of Anbar, in 2012. She is currently PhD student in Computer Science Department at University of Technology, Baghdad, Iraq. She has published 10 refereed journal and conference papers. Her current research interests include mobile computing, artificial intelligence, Ad Hoc networks, search engines, and information technology. Email: sumayah.hamad@uoanbar.edu.iq

Yossra Hussain Ali , University of Technology

Yossra Hussain Ali is Assistant Professor. She received her B.Sc., M.Sc. and PhD degrees in 1996, 2002 and 2006 respectively from Iraq, University of technology, department of Computer Sciences. She joined the University of Technology, Iraq in 1997. During her postgraduate studies she worked on Computer Networks, Information systems, Agent Programming and Image Processing, she has some experience in Artificial Intelligent and Computer Data Security, She Reviewer at many conferences and journals, she supervision of undergraduate and postgraduate ( PhD. and MSc.) dissertations for many students in Computer sciences, she has several professional certificates, Yossra has published in well-regarded journals. Email: yossra.h.ali@uotechnology.edu.iq

Shaimaa H. Shaker , University of Technology

Shaimaa H. Shaker is an assistant professor of computer science at the university of technology, Iraq. She received a master’s degree from the University of technology, Iraq in 1996 and a doctorate’s degree from the University of technology, Iraq in 2006. Her research mainly focused on Information Systems, Image processing and pattern recognition. She often works as a Reviewer for international conferences and journals. Email: shaimaa.h.shaker@uotechnology.edu.iq