The week's pick
Reseach Article
Review on Localization Techniques in Wireless Sensor Networks
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 116 - Number 2 |
| Year of Publication: 2015 |
| Authors: Harsimran Kaur, Rohit Bajaj |
10.5120/20306-2348
|
Harsimran Kaur, Rohit Bajaj . Review on Localization Techniques in Wireless Sensor Networks. International Journal of Computer Applications. 116, 2 ( April 2015), 4-7. DOI=10.5120/20306-2348
Abstract
The wireless sensor networks are prone to various connectivity, coverage and localization issues. All of these three terms are related to the neighbor formation, connectivity and convergence of the sensor networks. There are several existing solutions available against these problems. This paper proposes a survey on the techniques to overcome the issues of coverage, convergence and neighbor formation. The techniques surveyed under this survey are novel three-dimensional localization DV-Hop algorithm (NTLDV-HOP), distance vector hop (DV-HOP), Received Signal Strength Indicator (RSSI) and the correction value based DV-HOP (RCDV) and correction value based DV-HOP (CDV). Under this survey, we have evaluated all of these techniques for their effectiveness in various situations on the basis of theoretical analysis. This theoretical analysis is based upon the critical evaluation of the existing WSN localization techniques mentioned above. These are termed as the best available techniques for the WSN localization, but having different natures and adaptable and effective in scenarios of their adaptation environment.
References
- Chen, Manju, Xiangqian Ding, Xiaodong Wang, and XiaoweiXu. "A novel three-dimensional localization algorithm based on DV-HOP. " In Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on, pp. 70-73. IEEE, 2014. Ding, W. and Marchionini, G. 1997 A Study on Video Browsing Strategies. Technical Report. University of Maryland at College Park.
- Gayan, Samiru, and Dileeka Dias. "Improved DV-Hop algorithm through anchor position re-estimation. " In Wirelessand Mobile, 2014 IEEE Asia Pacific Conference on, pp. 126-131. IEEE, 2014. Tavel, P. 2007 Modeling and Simulation Design. AK Peters Ltd.
- Lazos, Loukas, and RadhaPoovendran. "HiRLoc: high-resolution robust localization for wireless sensor networks. " Selected Areas in Communications, IEEE Journal on 24, no. 2 (2006): 233-246. Forman, G. 2003. An extensive empirical study of feature selection metrics for text classification. J. Mach. Learn. Res. 3 (Mar. 2003), 1289-1305.
- Wu, Jiawei, Jinming Yu, AijunOu, Yiming Wu, and WujunXu. "RCDV-Hop Localization Algorithm for WSN. " In Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on, pp. 1-4. IEEE, 2012. Y. T. Yu, M. F. Lau, "A comparison of MC/DC, MUMCUT and several other coverage criteria for logical decisions", Journal of Systems and Software, 2005, in press.
- Li, Mo, and Yunhao Liu. "Rendered path: range-free localization in anisotropic sensor networks with holes. " In Proceedings of the 13th annual ACM international conference on Mobile computing and networking, pp. 51-62. ACM, 2007.
- Kulkarni, Raghavendra V. , and Ganesh Kumar Venayagamoorthy. "Bio-inspired algorithms for autonomous deployment and localization of sensor nodes. "Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on 40, no. 6 (2010): 663-675.
- Liu, Yong, Yu Hen Hu, and Quan Pan. "Distributed, robust acoustic source localization in a wireless sensor network. " Signal Processing, IEEE Transactions on 60, no. 8 (2012): 4350-4359.
- Jiang, Joe-Air, Xiang-Yao Zheng, Yu-Fan Chen, Chien-Hao Wang, Po-Tang Chen, Cheng-Long Chuang, and Chia-Pang Chen. "A distributed RSS-based localization using a dynamic circle expanding mechanism. " Sensors Journal, IEEE 13, no. 10 (2013): 3754-3766.
- Bal, Mert, Henry Xue, WeimingShen, and Hamada Ghenniwa. "A Test-Bed for Localization and Tracking in Wireless Sensor Networks. " In SMC, pp. 3581-3586. 2009.
- Shekofteh, S. Kazem, M. B. Khalkhali, M. H. Yaghmaee, and HosseinDeldari. "Localization in wireless sensor networks using tabu search and simulated annealing. " In Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on, vol. 2, pp. 752-757. IEEE, 2010.
- Pei, Zhongmin, Zhidong Deng, ShuoXu, and Xiao Xu. "Anchor-free localization method for mobiletargets in coal mine wireless sensor networks. " Sensors 9, no. 4 (2009): 2836-2850.
- Kumar, Anil, ArunKhosla, Jasbir Singh Saini, and Satvir Singh. "Meta-heuristic range based node localization algorithm for Wireless Sensor Networks. " InLocalization and GNSS (ICL-GNSS), 2012 International Conference on, pp. 1-7. IEEE, 2012.
- Tang, Liping, Wanfang Chai, Xuanguang Chen, and Jianbin Tang. "Research of WSN Localization Algorithm Based on Moving Beacon Node. " In Circuits, Communications and System (PACCS), 2011 Third Pacific-Asia Conference on, pp. 1-5. IEEE, 2011.
- Salman, Naveed, MounirGhogho, and A. Kemp. "Optimized low complexity sensor node positioning in wireless sensor networks. " (2014): 1-1.
Index Terms
Keywords