Enhanced Position Estimation via Node Cooperation

Two-way time-of-arrival (TW-ToA) is a widely used ranging protocol that can provide the distance between two devices without time synchronization. One drawback of the TW-ToA is poor positioning accuracy in the absence of a sufficient number of reference ranging devices. Also, for a self- positioning system with a limited battery life, it might be necessary to limit the number of transmissions while satisfying accuracy constraints. In this paper, a cooperative positioning protocol [1] is studied, which can improve positioning accuracy compared to the conventional TW-ToA based positioning systems and also facilitate positioning with fewer packet transmissions; hence, it can prolong battery life on average. The maximum likelihood estimator is obtained for the cooperative technique and the limits on the positioning accuracy are quantified in terms of the Cramer-Rao lower bound (CRLB). Simulation results are provided in order to show performance improvements.

[1]  S. Gezici,et al.  Ranging in the IEEE 802.15.4a Standard , 2006, 2006 IEEE Annual Wireless and Microwave Technology Conference.

[2]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[3]  K.Venkatesh Prasad,et al.  Fundamentals of statistical signal processing: Estimation theory: by Steven M. KAY; Prentice Hall signal processing series; Prentice Hall; Englewood Cliffs, NJ, USA; 1993; xii + 595 pp.; $65; ISBN: 0-13-345711-7 , 1994 .

[4]  João Figueiras,et al.  Cooperative Positioning Techniques for Mobile Localization in 4G Cellular Networks , 2007, IEEE International Conference on Pervasive Services.

[5]  R.L. Moses,et al.  Locating the nodes: cooperative localization in wireless sensor networks , 2005, IEEE Signal Processing Magazine.

[6]  John W. Fisher,et al.  Nonparametric belief propagation for self-localization of sensor networks , 2005, IEEE Journal on Selected Areas in Communications.

[7]  R.J. Fontana,et al.  Ultra-wideband precision asset location system , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[8]  Tian Hui,et al.  Localization using Cooperative AOA Approach , 2007, 2007 International Conference on Wireless Communications, Networking and Mobile Computing.

[9]  I. Guvenc,et al.  Ultra-wideband range estimation: Theoretical limits and practical algorithms , 2008, 2008 IEEE International Conference on Ultra-Wideband.

[10]  Masayuki Miyazaki,et al.  TOA/TDOA hybrid relative positioning system using UWB-IR , 2009, 2009 IEEE Radio and Wireless Symposium.

[11]  Sinan Gezici,et al.  Ultra-wideband Positioning Systems: Theoretical Limits, Ranging Algorithms, and Protocols , 2008 .

[12]  Paul J. M. Havinga,et al.  Towards Smart Surroundings: Enabling Techniques and Technologies for Localization , 2005, LoCA.

[13]  Maria Papadopouli,et al.  Cooperative location-sensing for wireless networks , 2004, Second IEEE Annual Conference on Pervasive Computing and Communications, 2004. Proceedings of the.

[14]  J. G. Gander,et al.  An introduction to signal detection and estimation , 1990 .

[15]  Moe Z. Win,et al.  Fundamental Limits of Wideband Cooperative Localization via Fisher Information , 2007, 2007 IEEE Wireless Communications and Networking Conference.

[16]  Kaveh Pahlavan,et al.  A Novel Cooperative Localization Algorithm for Indoor Sensor Networks , 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

[17]  H. Vincent Poor,et al.  Position Estimation via Ultra-Wide-Band Signals UWB systems that first estimate time-of-arrival seem particularly well suited for precise estimation of their geolocation; noise, signal distortion, signal design and hardware design also influence achievable accuracy. , 2009 .

[18]  H. Vincent Poor,et al.  An Introduction to Signal Detection and Estimation , 1994, Springer Texts in Electrical Engineering.

[19]  James J. Caffery,et al.  Wireless Location in CDMA Cellular Radio Systems , 1999 .

[20]  Robert J. Fontana Experimental Results from an Ultra Wideband Precision Geolocation System , 2002 .

[21]  Sinan Gezici,et al.  A Survey on Wireless Position Estimation , 2008, Wirel. Pers. Commun..