Cooperative angle-of-arrival position localization

Abstract Cooperation among unknown-location nodes can improve network positioning coverage as well as localization accuracy particularly in the poor electronic conditions. This paper investigates the cooperative angle-of-arrival (AOA) positioning based on the Ultra Wideband (UWB) technique. An UWB measuring system is built to estimate the AOAs, and then the weighted cooperative positioning algorithm is implemented to determine the locations of the unknown nodes. Theoretical analysis is conducted to evaluate the accuracy of the cooperative AOA localization, and the methods to select neighbors for the distributed localization are proposed as well to improve the localization performance. The results of extensive experiments have shown that the proposed cooperative AOA positioning approach is more accurate.

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

[2]  Maode Ma,et al.  Position estimation using ultra-wideband time difference of arrival measurements , 2008 .

[3]  Moe Z. Win,et al.  Evaluation of an ultra-wide-band propagation channel , 2002 .

[4]  Andreu Urruela,et al.  Divide-and-Conquer Based Closed-form Position Estimation for AOA and TDOA Measurements , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[5]  Takehiko Kobayashi,et al.  Ultra-Wideband Time-of-Arrival and Angle-of-Arrival Estimation Using Transformation Between Frequency and Time Domain Signals , 2008, J. Commun..

[6]  Woo Cheol Chung,et al.  An accurate ultra wideband (UWB) ranging for precision asset location , 2003, IEEE Conference on Ultra Wideband Systems and Technologies, 2003.

[7]  Jun Xu,et al.  Theoretical Lower Bound for UWB TDOA Positioning , 2007, IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference.

[8]  A. Weiss,et al.  Performance analysis of bearing-only target location algorithms , 1992 .

[9]  Benoit Denis,et al.  Impact of NLOS propagation upon ranging precision in UWB systems , 2003, IEEE Conference on Ultra Wideband Systems and Technologies, 2003.

[10]  R.J. Fontana,et al.  Recent system applications of short-pulse ultra-wideband (UWB) technology , 2004, IEEE Transactions on Microwave Theory and Techniques.

[11]  Daniel Schwarz,et al.  Vehicle localization using cooperative RF-based landmarks , 2011, 2011 IEEE Intelligent Vehicles Symposium (IV).

[12]  William H. Press,et al.  Numerical recipes in C. The art of scientific computing , 1987 .

[13]  Robert Inkol,et al.  Direction finding with a four-element Adcock-Butler matrix antenna array , 2001 .

[14]  Moe Z. Win,et al.  Position Error Bound for UWB Localization in Dense Cluttered Environments , 2006, 2006 IEEE International Conference on Communications.

[15]  Gonzalo Seco-Granados,et al.  Node selection for cooperative localization: Efficient energy vs. accuracy trade-off , 2010, IEEE 5th International Symposium on Wireless Pervasive Computing 2010.

[16]  Y. Guan,et al.  High-Resolution UWB Ranging based on Phase-Only Correlator , 2007, 2007 IEEE International Conference on Ultra-Wideband.

[17]  G.B. Giannakis,et al.  Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks , 2005, IEEE Signal Processing Magazine.

[18]  Robert A. Scholtz,et al.  Ranging in a dense multipath environment using an UWB radio link , 2002, IEEE J. Sel. Areas Commun..

[19]  Gonzalo Seco-Granados,et al.  Real-time path loss and node selection for cooperative localization in wireless sensor networks , 2010, 2010 IEEE 21st International Symposium on Personal, Indoor and Mobile Radio Communications Workshops.

[20]  Dana H. Brooks,et al.  Closed-form solution for positioning based on angle of arrival measurements , 2002, The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications.

[21]  Hatem Boujemaa,et al.  Cooperative localization using MUSIC algorithm and Received Signal Strength measurements , 2011, 2011 International Conference on Communications, Computing and Control Applications (CCCA).

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

[23]  Don Torrieri,et al.  Statistical Theory of Passive Location Systems , 1984, IEEE Transactions on Aerospace and Electronic Systems.

[24]  David J. Edwards,et al.  High Resolution 3-D Angle of Arrival Determination for Indoor UWB Multipath Propagation , 2008, IEEE Transactions on Wireless Communications.

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

[26]  Y. Chan,et al.  The least squares estimation of time delay and its use in signal detection , 1978 .

[27]  Moe Z. Win,et al.  Impulse radio: how it works , 1998, IEEE Communications Letters.

[28]  Upamanyu Madhow,et al.  Cooperative localization using angle of arrival measurements in non-line-of-sight environments , 2008, MELT '08.