Improved DV-Hop algorithm for high accuracy and low energy consumption

Most improved DV-Hop algorithms focus on the localization accuracy while underemphasize the energy conservation. In order to enhance the energy saving of wireless sensor networks, these algorithms need to be further improved. Upgrading the positioned nodes to be new-born anchors is an economical scheme to expedite unknown nodes localization and reduce total localization rounds, thus favor energy saving. Using the scheme of upgrading positioned nodes, this paper proposes a new algorithm based on DV-Hop, which restricts the hop counts between unknown nodes and anchors to reduce the energy consumption in flooding broadcast of anchors information. To decrease the impact of new-born anchors' location errors on the positioning accuracy of unknown nodes, the upgrading round sequence of a new-born anchor is defined as the generation to distinguish its error influences. Taking the hop counts and the generations as weighting factors, the paper presents a new weighted average one-hop distance processing method to guarantee the localization accuracy. Simulation and analysis results show that the new algorithm can effectively decrease the positioning error and total localization rounds to take account of both the energy consumption and the accuracy of localization.

[1]  Yu Cao,et al.  Range-Free Distance Estimate Methods Using Neighbor Information in Wireless Sensor Networks , 2009, 2009 IEEE 70th Vehicular Technology Conference Fall.

[2]  Liu Hai-bo Iterative algorithm for locating nodes in WSN based on modifying average hopping distances , 2009 .

[3]  Zhong Zhi Improved DV-Hop Algorithm for Higher Positioning Accuracy , 2010 .

[4]  Winston Khoon Guan Seah,et al.  Selective Iterative Multilateration for Hop Count-Based Localization in Wireless Sensor Networks , 2006, 7th International Conference on Mobile Data Management (MDM'06).

[5]  Wei Wei,et al.  An Iterative Multilateral Localization Algorithm Based on Time Rounds for Wireless Sensor Networks , 2009, 2009 International Conference on Networks Security, Wireless Communications and Trusted Computing.

[6]  S. Manesis,et al.  A Survey of Applications of Wireless Sensors and Wireless Sensor Networks , 2005, Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005..

[7]  Yunhao Liu,et al.  Location, Localization, and Localizability , 2010, Journal of Computer Science and Technology.

[8]  Feng Liu,et al.  An Average One-hop Distance Estimation Algorithm Based on Weighted Disposal in Wireless Sensor Network: An Average One-hop Distance Estimation Algorithm Based on Weighted Disposal in Wireless Sensor Network , 2011 .

[9]  Dragos Niculescu,et al.  Positioning in ad hoc sensor networks , 2004, IEEE Network.

[10]  L. El Ghaoui,et al.  Convex position estimation in wireless sensor networks , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).