ICTACT Journal on Communication Technology

Open Access Open Access  Restricted Access Subscription Access
Open Access Open Access Open Access  Restricted Access Restricted Access Subscription Access

Secure Localization Using Coordinated Gradient Descent Technique for Underwater Wireless Sensor Networks


Affiliations
1 Department of Electronics and Communication Engineering, Bannari Amman Institute of Technology, India
2 Department of Computer Applications, Annamalai University, India
     

   Subscribe/Renew Journal


In the Underwater Wireless Sensor Networks (UWSN) provide a solution for several aquatic and oceanographic applications. All these UWSN applications are need to be aware of the nodes positioning. In some insecure environment, the misleading data can be transmitted to the sonobuoys or monitoring systems in the network. This may disrupt the functions of the nodes. Thus, the secured localization algorithms are designed to resistant against attack and try to achieve the localization correctly. This paper shows that modified secure localization algorithm based Gradient Descent Algorithm (GDA) to remove the misleading information in the networks. This modified algorithms the normal nodes are cooperate with each other to reduce the localization error and to improve the pruning percentage.

Keywords

Underwater Wireless Sensor Networks, Secure Localization Algorithms, Gradient Descent Approach, Pruning Percentage.
Subscription Login to verify subscription
User
Notifications
Font Size

  • Vikash Mainanwal, Mansi Gupta and Shravan Kumar Upadhayay, “A Survey on Wireless Network: Security Technology and its Design Methodology Issues”, Proceedings of International Conference on Innovations in Information, Embedded and Communication Systems, pp. 1-5, 2015.

  • Movassaghi Shamaneh, Mehran Abolhasan, Justin Lipman, David Smith and Abbas Jamalipour, “Wireless Body Area Networks: A Survey”, IEEE Communication Survey, Vol. 16, No. 3, pp. 1658-1686, 2014.

  • M. Hosseini, H. Chizari, T. Poston, M.B. Salleh and A.H. Abdullah, “Efficient Underwater RSS Value to Distance Inversion using the Lambert Function”, Mathematical Problems in Engineering, Vol. 2014, pp. 1-8, 2014.

  • S. Misra et al., “Jamming in Underwater Sensor Networks: Detection and Mitigation”, IET Communications, Vol. 6, No. 14, pp. 2178-2188, 2012.

  • H. Kulhandjian, T. Melodia, and D. Koutsonikolas, “Securing Underwater Acoustic Communications through Analog Network Coding”, Proceedings of Annual 7th IEEE International Conference on Sensing, Communication, and Networking, pp. 1-9, 2014

  • R. Garg, A.L. Varna and M. Wu, “Gradient Descent Approach for Secure Localization in Resource Constrained wireless Sensor Networks”, Proceedings of International Conference on Acoustics, Speech, and Signal Processing, pp. 1854-1857, 2010.

  • M. Mofarreh-Bonab and S.A. Ghorashi, “A Low Complexity and High Speed Gradient Descent Based Secure Localization in Wireless Sensor Networks”, Proceedings of 3rd International Conference on Computer and Knowledge Engineering, pp. 300-303, 2013.

  • R. Garg, A.L. Varna and M. Wu, “An Efficient Gradient Descent Approach to Secure Localization in Resource Constrained Wireless Sensor Networks”, IEEE Transactions on Information Forensics and Security, Vol. 7, No. 2, pp. 717-730, 2012.

  • M. Mofarreh-Bonab and S.A. Ghorashi, “The Effect of Pruning Stage in Secure Localization in Wireless Sensor Networks”, Proceedings of 6th International Symposium on Telecommunications, pp. 455-458, 2012.

  • V. Obado, M. Hosseini, K. Djouani and G. Noel, “Underwater Wireless Sensor Network Localization for Wormhole Attack Detection”, Proceedings of International Conference on Southern Africa Telecommunications Networks and Applications, pp. 57-63, 2011.

  • A. El Assaf, S. Zaidi, S. Affes and N. Kandil, “Low-Cost Localization for Multi-hop Heterogeneous Wireless Sensor Networks”, IEEE Transactions on Wireless Communications, Vol. 15, No. 1, pp. 472-484, 2016.

  • A. El Assaf, S. Zaidi, S. Affes and N. Kandil, “Robust ANNs based WSN Localization in the Presence of Anisotropic Signal Attenuation”, IEEE Wireless Communications Letters, Vol. 5, No. 5, pp. 504-507, 2016.


Abstract Views: 315

PDF Views: 3




  • Secure Localization Using Coordinated Gradient Descent Technique for Underwater Wireless Sensor Networks

Abstract Views: 315  |  PDF Views: 3

Authors

V. Baranidharan
Department of Electronics and Communication Engineering, Bannari Amman Institute of Technology, India
Kiruthiga Varadharajan
Department of Computer Applications, Annamalai University, India

Abstract


In the Underwater Wireless Sensor Networks (UWSN) provide a solution for several aquatic and oceanographic applications. All these UWSN applications are need to be aware of the nodes positioning. In some insecure environment, the misleading data can be transmitted to the sonobuoys or monitoring systems in the network. This may disrupt the functions of the nodes. Thus, the secured localization algorithms are designed to resistant against attack and try to achieve the localization correctly. This paper shows that modified secure localization algorithm based Gradient Descent Algorithm (GDA) to remove the misleading information in the networks. This modified algorithms the normal nodes are cooperate with each other to reduce the localization error and to improve the pruning percentage.

Keywords


Underwater Wireless Sensor Networks, Secure Localization Algorithms, Gradient Descent Approach, Pruning Percentage.

References