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Improved navigation capabilities in groups of cooperative wireless body area networks

Published: 29 September 2014 Publication History

Abstract

This paper addresses the problem of navigation in cooperative groups of Wireless Body Area Networks. On-body radio devices determine their position by estimating their distance to other nodes from the measurement of the Round Trip Time Of Flight of Impulse Radio-Ultra Wideband signals. The nodes not only measure their distance to fixed anchors, but also use device-to-device measurements, which improves spatial diversity and redundancy yielding to a better localization accuracy and robustness. However, such measurements are easily biased by line-of-sight conditions and body shadowing. We propose to apply a biased version of the extended Kalman filter to alleviate the effect of measurement biases in Non Line Of Sight (NLOS) conditions and combine this filter with an NLOS detection mechanism from the literature and evaluate, by simulation, the achieved gain.

References

[1]
E. Ben Hamida, M. Maman, B. Denis, and L. Ouvry. Localization performance in Wireless Body Sensor Networks with beacon enabled MAC and space-time dependent channel model. In IEEE PIMRC Workshops, Istanbul, Turkey, Sept. 2010.
[2]
B. Denis, L. Ouvry, B. Uguen, and F. Tchoffo-Talom. Advanced Bayesian Filtering Techniques for UWB Tracking Systems in Indoor Environments. In IEEE ICU, Zurich, Switzerland, Sept. 2005.
[3]
S. Gezici, Z. Tian, G. B. Giannakis, H. Kobayashi, A. F. Molisch, H. Poor, and Z. Sahinoglu. Localization via Ultra- Wideband Radios: A look at positioning aspects of future sensor networks. IEEE Signal Processing Magazine, 22(4), July 2005.
[4]
J. Hamie, B. Denis, R. D'Errico, and C. Richard. On-body TOA-based ranging error model for motion capture applications within wearable UWB networks. Journal of Ambient Intelligence and Humanized Computing, Dec. 2013.
[5]
J. Hamie, B. Denis, and M. Maman. On-Body Localization Experiments using Real IR-UWB Devices. In IEEE ICUWB, Paris, France, Sept. 2014.
[6]
J. Hamie, B. Denis, and C. Richard. Nodes Updates Censoring and Scheduling in Constrained Decentralized Positioning for Large-Scale Motion Capture based on Wireless Body Area Networks. In BodyNets, Oslo, Norway, Sept. 2012.
[7]
B. L. Le, A. Kazi, and T. Hiroyuki. Mobile location estimator with NLOS mitigation using Kalman filtering. In IEEE WCNC, New Orleans, USA, Mar. 2003.
[8]
T. Perälä and R. Piché. Robust extended Kalman Filtering in Hybrid Positioning Applications. In WPNC, Hannover, Germany, Mar. 2007.
[9]
M. Pezzin, I. Bucaille, T. Schulze, A. V. Pato, and L. DeCelis. An Open IR-UWB Platform for LDR-LT Applications Prototyping. In WPNC, Hannover, Germany, Mar. 2009.
[10]
C.-D. Wann and C.-S. Hsueh. Non-line of Sight Error Mitigation in Ultra-wideband Ranging Systems Using Biased Kalman Filtering. Journal of Signal Processing Systems, 64(3), Sept. 2011.
[11]
J. Youssef, B. Denis, C. Godin, and S. Lesecq. Enhanced UWB Indoor Tracking through NLOS TOA Biases Estimation. In IEEE Globecom, New Orleans, USA, Dec. 2008.
[12]
X. Yun and E. R. Bachmann. Design, Implementation, and Experimental results of a Quaternion-Based kalman Filter for Human Body Motion Tracking. IEEE Transaction on Robotics, 22(6), Dec. 2006.

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Published In

cover image Guide Proceedings
BodyNets '14: Proceedings of the 9th International Conference on Body Area Networks
September 2014
385 pages
ISBN:9781631900471

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ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)

Brussels, Belgium

Publication History

Published: 29 September 2014

Author Tags

  1. cooperative localization
  2. extended Kalman filter
  3. group navigation
  4. heterogeneous networks
  5. impulse radio
  6. ranging
  7. time of flight
  8. ultra wideband
  9. wireless body area networks

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