Abstract
In line-of-sight (LoS) conditions, the accuracy of time-of-arrival (ToA) based localization has proven to be superior to the received-signal-strength (RSS) and the angle-of-arrival (AoA) localization techniques. The accuracy of TOA ranging is limited to unexpected ranging errors caused by the human body obstructing the direct path (DP) between a transmitter and a receiver. Validated analysis of this effect is a challenging problem, and this paper proposes an analytical Uniform Geometrical Theory of Diffraction (UTD) approach, based on a hybrid applicability of conductor cylinder, wedge, and screen models, to analyze behavior of first path in proximity of human body that is in angular motion. The model introduced can cover for a variety of antenna positioning in respect to human body by addressing creeping waves for on-body, far-field and near-field waves for off-body propagations. Result of analytically calculated ToA and path-loss for shortest diffracted path is validated with UWB measurements conducted by a vector network analyzer sweeping 3–5 GHz of bandwidth. The analytical approach proposes an enhancement to existing RT algorithm to include the effect of human body.
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References
K. Pahlavan and A. H. Levesque, Wireless Information Networks, vol. 2nd, Wiley, New York, 2005.
B. Alavi, Distance Measurement Error Modeling for Time-of-Arrival Based Indoor Geolocation, Ph.D. Dissertation, WPI, 2006.
H. Sayed, N. Tarighat and N. Khajehnouri, Network-Based Wireless Location: Challenges faced in Developing Techniques Accurate Wireless Location Information, IEEE Signal Processing Magazine, Vol. 22, No. 4, pp. 24–40, 2005.
N. Alsindi, X. Li and K. Pahlavan, Analysis of Time of Arrival Estimation using Wideband Measurements of Indoor Radio Propagations, IEEE Transactions on Instrumentation and Measurement, Vol. 56, No. 5, pp. 1537–1545, 2007.
S. Howard and K. Pahlavan, Measurement and Analysis of the Indoor Radio Channel in the Frequency Domain, IEEE Transactions on Instrumentation and Measurement, Vol. 39, No. 5, pp. 751–755, 1990.
T. Holt, K. Pahlavan, and J. F. Lee, A Graphical Indoor Radio Channel Simulator using 2D Ray Tracing, IEEE International Symposium on Personal, Indoor, and Mobile Radio Communication, pp. 411–416, 1992.
G. Yang, K. Pahlavan, and J. F. Lee, A 3D Propagation Model with Polarization Characteristics, in Indoor Radio Channel, IEEE Global Telecommunication Conference, Vol. 2, pp. 1252–1256, 1993.
F. Askarzadeh, Y. Ye, Kaveh Ghaboosi, S. Makarov, and K. Pahlavan, A New Perspective on the Impact of Diffraction in Proximity of Micro-Metalic for Indoor Geolocation, PIMRC, 2011.
E. M. A. Oliveira, T. Li, V. Iyer, and S. Makarov, A 2D FDTD/MoM Simulator in MATLAB and Its Applications, 2008 Antenna Applications Symposium Proc., Monticello, IL, 2008.
F. Askarzadeh, M. Heidari, S.Makarov, and K. Pahlavan, Analysis of Effect of Micro-Metalic Objects on Ranging Errors Using Finite Difference Time Domain Method, IWCMC, 2008.
U. I. Khan, Computational Techniques for Comparative Performance Evaluation of RF Localization inside the Human Body, MS Thesis, Worcester Polytechnic Institute, 2011.
Y. Zhao, Y. Hao, A. Alomainy, and C. Parini, UWB On-Body Radio Channel Modeling Using Ray Theory and Sub-band FDTD Method, Transactions on Microwave Theory and Techniques, Vol. 54, No. 4, pp. 1827–1835, 2006.
T. Alves, B. T. Poussot, J. Laheurte, Analytical Propagation Modeling of BAN Channels Based on the Creeping-Wave Theory, IEEE Transaction on Antenna and Propagation, Vol. 59, No. 4, pp. 1269–1274, 2011.
T. Zasowski, G. Meyer, F. Althaus, A. Wittneben, UWB Signal Propagation at the Human Head, IEEE Transactions on Microwave Theory and Techniques, Vol. 54, No. 4, pp. 1836–1845, 2006.
D. A. McNamara, C. W. I. Pistorius, and J. A. G. Malherbee, Introduction to the Uniform Geometrical Theory of Diffraction, Artech House, Norwood, MA, Chap. 8, 1990.
J. R. Wait, The Ancient and Modern History of EM Ground-Wave Propagation, IEEE Ant. Prop. Mag., Vol. 40, No. 5, pp. 7–24, 1998.
R. Paknys, Uniform Asymptoptic Formulas for Creeping Wave Field on or Off a Cylinder, IEEE Transaction on Antenna and Propagation, Vol. 41, No. 8, pp. 1099–1104, 1993.
M. Ghaddar, L. Talbi, T. Denidni, and A. Charbonneeau, Human Body Modeling for Prediction of Effect of People on Indoor Propagation Channel, Electronics Letters, Vol. 40, No. 25, pp. 1592–1594, 2004.
P. H. Pathak, W. D. Burnside, and R. J. Marhefka, A Uniform GTD Analysis of the Diffraction of Electromagnetic Waves by Smooth Convex Surface, IEEE Transactions on Antenna and Propagation, Vol. AP-28, No. 5, pp. 631–642, 1980.
G. Koutitas, Multiple Human Effect in Body Area Network, IEEE AWPL, Vol. 9, pp. 938–941, 2010.
R. Paknys, On the Accuracy of the UTD for the Scattering by the Cylinder, IEEE Transactions on Antenna and Propagation, Vol. 42, No. 5, pp. 757–760, 1994.
G. Koutitas and C. Tzaras, A UTD Solution for Multiple Rounded Surfaces, IEEE Transactions on Antenna and Propagation, Vol. 54, No. 4, pp. 1277–1283, 2006.
J. Lee, C. Kim, D. Ha, S. Sangodoyin, and R. Dong, UWB Propagation Measurements in BAN Scenario, 8th IEEE, IET Int. Symposium on Communication Systems, Networks and Digital Signal Processing.
J. B. Keller, Diffraction of a Convex Cylinder, IRE Transactions on Antennas and Propagation, Vol. 4, pp. 312–321, 1956.
B. Levy, Diffraction by an elliptic cylinder Tech, Rep. no. EM -121 New York University Institute of Mathematical Science, 1958.
Y. Geng, J. He, and K. Pahlavan, Modeling of Effect of Human Body on TOA Based Indoor Human Tracking, International Journal of Wireless Information Networks, Special Issue on Recent Advances on Indoor Geolocation, Vol. 20, No. 4, pp. 306–317, 2013.
A. D. C. de Queiroz, L. C. Trintinalia, An analysis of human body shadowing models for ray-tracing radio channel characterization, SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC), 2015.
T. Wang, M. Umehira, H. Otsu, S. Takeda, T. Miyajima, and K. Kagoshima, A Twin Cylinder Model for Moving Human Body Shadowing in 60 GHz WLAN, 21st Asia-Pacific Conference on Communications (APCC), 2015.
Z. Junhui, and L. Xu, Characteristics of the 60 GHz indoor wireless propagation based on ray tracing with human body movement, 9th International Conference on Communications and Networking in China, 2014.
F. Askarzadeh, K. Pahlavan, S. Makarov, Y. Ye, and U. Khan Analyzing the effect of human body and metallic objects for indoor geolocation. 2016 10th International Symposium on Medical Information and Communication Technology (ISMICT). IEEE, 2016.
G. L. James, Geometrical Theory of Diffraction for Electromagnetic Waves, Peter Peregrinus, Steve-nage, Herts, England chap. 6, 1976.
R. G. Kouyoumjian and P. H. Pathak, A Uniform Geometrical Theory of Diffraction for an Edge in a Perfectly Conducting Surface, Proceeding of the IEEE, Vol. 62, No. 11, pp. 1448–1461, 1974.
H. L. Bertoni, Radio Propagation for Modern Wireless Systems, Prentice Hall, Inc. New Jersey, pp. 120–125 and pp 189–194.
J. Ryckaert, P. De Doncker, R. Meys, A. de Le Hoye, and S. Donnay, Channel Model for Wireless Communication Around Human Body, Electronic Letter, Vol. 40, No. 9, pp. 543–544, 2004.
R. J. Luebbers, Finite Conductivity Uniform GTD versus Knife Edge Diffraction in Prediction of Propagation Path Loss, IEEE Trans. Antennas Propag, Vol. AP-32, pp. 70–76, 1984.
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Askarzadeh, F., Pahlavan, K., Geng, Y. et al. Modeling the Effect of Human Body on ToA Ranging Using Ray Theory. Int J Wireless Inf Networks 24, 140–152 (2017). https://doi.org/10.1007/s10776-017-0336-5
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DOI: https://doi.org/10.1007/s10776-017-0336-5