Abstract
In this paper we present the comparison of two localization systems where the Received Signal Strength (RSS) is measured to compute the position of a mobile node. We have implemented two approaches based on channel modelling and fingerprinting respectively. Our conclusions are supported by experimental results carried out in an indoor environment where a sensor network was deployed. The results show that in the environment of our experiments the precision of the fingerprinting method is better than the precision of the one based on channel modelling.
This work has been financed by the Government of Madrid under grant S-0505/TIC-0255 (MADRINET) and by the Spanish Ministry of Education and Science under grant TSI2005-07344 (COLOCAME).
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Akyildiz, F., Weilan, S., Sankarusubramaniam, Y., Cayirci, E.: A survey on Sensor Networks. IEEE Communications Magazine, 102–114 (August 2002)
Patwari, N., Ash, J.N., Kyperountas, S., Hero III, A.O., Moses, R.L., Correal, N.S.: Locating the nodes. Cooperative localization in wireless sensor networks. IEEE Signal Processing Magazine, 54–69 (July 2005)
Robinson, M., Psaromiligkos, I.: Received signal strength based location estimation of a wireless LAN client. In: Proceeding of the IEEE Conference on Wireless Communications and Networking, vol. 4, pp. 2350–2354 (March 2005)
Dogandzic, A., Amran, P.P.: Signal-strength based localization in wireless fading channels. In: Conference Record of the 38th Asilomar Conference on Signals, Systems and Computers, vol. 2, pp. 2160–2164 (2004)
MacDonald, J.T., Roberson, D.A., Ucci, D.R.: Location estimation of isotropic transmitters in wireless sensor networks. In: Military Communications Conference, pp. 1–5 (October 2006)
Bahl, P., Padmanabhan, V.N.: RADAR: an in-building RF-based user location and tracking system. In: Proc. IEEE Infocom, pp. 775–784 (March 2000)
Lorincz, K., Welsh, M.: Motetrack: a robust, decentralized approach to RF-based location tracking. In: Proc. of the International Workshop on Location and Context-Awareness at Pervasive 2005 (May 2005)
Brunato, M., Kiss Kalló, C.: Transparent Location Fingerprinting for Wireless Services. In: Proc. of Med-Hoc-Net, Mediterranean Wokshop on Ad-hoc Networks (2002)
Alippi, C., Vanini, G.: A RSSI-based and Calibrated centralized location technique for Wireless Sensor Networks. In: Proc. of the Fourth Annual IEEE Int. Conference on Pervasive Computing and Communications Workshops (PERCOMW 2006) (2006)
Alippi, C., Mottarella, A., Vanini, G.: A RF map-based localization algorithm for indoor environments. In: IEEE Int. Symposium on Circuits and Systems, vol. 1, pp. 652–655 (2005)
Zemek, R., Hara, S., Yanagihara, K., Kitayama, K.: A Joint estimation of target location and channel model parameters in an IEEE 805.15.4-based wireless sensor network. In: The 18th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2007) (2007)
Rappaport, T.S.: Wireless communications – Principles and practice. Prentice Hall PTR, Englewood Cliffs (1996)
Liu, B., Lin, K., Wu, J.: Analysis of hyperbolic and circular positioning algorithms using stationary signal-strength-difference measurements in wireless communications. IEEE Transactions on Vehicular Technology 55(2), 499–509 (2006)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Martín, H., Tarrío, P., Bernardos, A.M., Casar, J.R. (2009). Experimental Evaluation of Channel Modelling and Fingerprinting Localization Techniques for Sensor Networks. In: Corchado, J.M., Rodríguez, S., Llinas, J., Molina, J.M. (eds) International Symposium on Distributed Computing and Artificial Intelligence 2008 (DCAI 2008). Advances in Soft Computing, vol 50. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85863-8_88
Download citation
DOI: https://doi.org/10.1007/978-3-540-85863-8_88
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-85862-1
Online ISBN: 978-3-540-85863-8
eBook Packages: EngineeringEngineering (R0)