Multihop range-free localization with approximate shortest path in anisotropic networks

This paper presents a multihop range-free localization algorithm that tolerates network anisotropy with a small number of anchors. A detoured path detection is proposed which measures the deviation in the hop count between the direct and shortest paths of a node pair. A novel distance estimation method is introduced to approximate the shortest path based on the path deviation and to estimate their Euclidean distance by taking into account the extent of the detour of the approximate shortest path. Compared to other range-free localization algorithms, the proposed algorithm requires fewer anchors while achieving higher localization accuracy in anisotropic networks. We demonstrated its superiority over existing range-free localization algorithms through extensive computer simulations.

[1]  Chee-Yee Chong,et al.  Sensor networks: evolution, opportunities, and challenges , 2003, Proc. IEEE.

[2]  B. R. Badrinath,et al.  Ad hoc positioning system (APS) , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[3]  J. A. Fridy Introductory Analysis: The Theory of Calculus , 1987 .

[4]  Jiannong Cao,et al.  Multihop Range-Free Localization in Anisotropic Wireless Sensor Networks: A Pattern-Driven Scheme , 2010, IEEE Transactions on Mobile Computing.

[5]  Jie Gao,et al.  Boundary recognition in sensor networks by topological methods , 2006, MobiCom '06.

[6]  Ping Chen,et al.  Hop-distance relationship analysis with quasi-UDG model for node localization in wireless sensor networks , 2011, EURASIP J. Wirel. Commun. Netw..

[7]  Jiannong Cao,et al.  Anchor supervised distance estimation in anisotropic wireless sensor networks , 2011, 2011 IEEE Wireless Communications and Networking Conference.

[8]  Deborah Estrin,et al.  GPS-less low-cost outdoor localization for very small devices , 2000, IEEE Wirel. Commun..

[9]  Dharma P. Agrawal,et al.  Range-Free Localization Using Expected Hop Progress in Wireless Sensor Networks , 2009, IEEE Transactions on Parallel and Distributed Systems.

[10]  Minglu Li,et al.  Reliable Anchor-Based Sensor Localization in Irregular Areas , 2010, IEEE Transactions on Mobile Computing.

[11]  Yunhao Liu,et al.  Rendered Path: Range-Free Localization in Anisotropic Sensor Networks With Holes , 2007, IEEE/ACM Transactions on Networking.

[12]  Tarek F. Abdelzaher,et al.  Range-free localization schemes for large scale sensor networks , 2003, MobiCom '03.

[13]  Wheeler Ruml,et al.  Improved MDS-based localization , 2004, IEEE INFOCOM 2004.