Range-free Localization Using Dynamic Hop Size Computation in Wireless Sensor Networks

Sensor networks are ad hoc wireless networks composed of up to thousands of tiny nodes with sensing capabilities. It is essential that these nodes have the ability to determine their locations, typically without additional ranging instruments, so that geographically meaningful data can be reported. However, existing range-free schemes usually give poor location estimation, especially in non-uniform network topologies. This is a result of low accuracy in their calculation of the effective distance covered per hop (also known as the hop size). In this paper, we present a novel and practical localization scheme using dynamic and accurate hop size computation. We show via simulation that our scheme consistently outperforms all other schemes studied, in terms of localization accuracy.

[1]  Radhika Nagpal,et al.  Organizing a Global Coordinate System from Local Information on an Amorphous Computer , 1999 .

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

[3]  Deborah Estrin,et al.  Impact of network density on data aggregation in wireless sensor networks , 2002, Proceedings 22nd International Conference on Distributed Computing Systems.

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

[5]  Paramvir Bahl,et al.  RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[6]  Jerry Zhao,et al.  Habitat monitoring: application driver for wireless communications technology , 2001, CCRV.

[7]  Radhika Nagpal,et al.  Organizing a Global Coordinate System from Local Information on an Ad Hoc Sensor Network , 2003, IPSN.

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

[9]  Winston Khoon Guan Seah,et al.  Density-aware hop-count localization (DHL) in wireless sensor networks with variable density , 2005, IEEE Wireless Communications and Networking Conference, 2005.

[10]  W.K.G. Seah,et al.  Multihop localization with density and path length awareness in non-uniform wireless sensor networks , 2005, 2005 IEEE 61st Vehicular Technology Conference.

[11]  Chris Savarese LOCATIONING IN DISTRIBUTED AD-HOC WIRELESS SENSOR NETWORKS , 2001 .

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

[13]  John A. Silvester,et al.  Optimum transmission radii for packet radio networks or why six is a magic number , 1978 .

[14]  Bradford W. Parkinson,et al.  Global positioning system : theory and applications , 1996 .

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

[16]  Brad Karp,et al.  GPSR: greedy perimeter stateless routing for wireless networks , 2000, MobiCom '00.

[17]  B. R. Badrinath,et al.  DV Based Positioning in Ad Hoc Networks , 2003, Telecommun. Syst..

[18]  Jan M. Rabaey,et al.  Location in distributed ad-hoc wireless sensor networks , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).