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Optimization and Design of Wireless Systems for the Implementation of Context Aware Scenarios in Railway Passenger Vehicles

Published: 29 September 2017 Publication History

Abstract

In this paper, intra-wagon wireless communication performance is analyzed, in order to account for inherent scenario complexity in the deployment phase of wireless systems toward the implementation of a context-aware environment. A real commercial passenger wagon has been simulated by means of an in-house-developed 3-D ray launching code, accounting for embedded wagon elements as well as variable user densities within the passenger wagon. Onboard measurements of a designed and deployed wireless sensor network are obtained, showing good agreement with wireless channel estimations for two different frequencies of operation. Energy consumption behavior and user density impact have also been analyzed and estimated as a function of network topology and the operational mode. These results can aid in wireless transceivers deployment configurations, in order to minimize power consumption, optimize interference levels, and increase overall service performance.

References

[1]
Railway Passenger Transport Statistics—Quarterly and Annual Data, Eurostat, Luxembourg, 2016.
[2]
Passenger Travel Facts and Figures 2015: Passenger Travel, U.S. Dept. Transp., Washington, DC, USA, 2015.
[3]
T. Rappaport, Wireless Communications: Principles and Practice, 22nd ed. Upper Saddle River, NJ, USA: Prentice-Hall, 2002.
[4]
P. Unterhuberet al., “A survey of channel measurements and models for current and future railway communication systems,” Mobile Inf. Syst., vol. 2016, p. 14, Jun. 2016.
[5]
H. J. Song, J. S. Colburn, H. P. Hsu, and R. W. Wiese, “Development of reduced order model for modeling performance of tire pressure monitoring system,” in Proc. IEEE VTC, Sep. 2006, pp. 1–5.
[6]
M. F. Iskander and Z. Yun, “Propagation prediction models for wireless communication systems,” IEEE Trans. Microw. Theory Techn., vol. 50, no. 3, pp. 662–673, Mar. 2002.
[7]
G. Gennarelli and G. Riccio, “A uapo-based model for propagation prediction in microcellular environments,” Prog. Electromagn. Res. B, vol. 17, pp. 101–116, 2009.
[8]
H.-W. Son and N.-H. Myung, “A deterministic ray tube method for microcellular wave propagation prediction model,” IEEE Trans. Antennas Propag., vol. 47, no. 8, pp. 1344–1350, Aug. 1999.
[9]
H. B. Song, H. G. Wang, K. Hong, and L. Wang, “A novel source localization scheme based on unitary esprit and city electronic maps in urban environments,” Prog. Electromagn. Res., vol. 94, pp. 243–262, 2009.
[10]
A. Tayebi, J. G. Perez, F. M. S. D. A. Herrero, and O. Gutierrez, “The application of ray-tracing to mobile localization using the direction of arrival and received signal strength in multipath indoor environments,” Prog. Electromagn. Res., vol. 91, pp. 1–15, 2009.
[11]
O. K. Tonguz, H.-M. Tsai, C. Saraydar, T. Talty, and A. Macdonald, “Intra-car wireless sensor networks using RFID: Opportunities and challenges,” in Proc. MOVE, 2007, pp. 43–48.
[12]
D. Balachander, T. R. Rao, and N. Tiwari, “In-vehicle RF propagation measurements for wireless sensor networks at 433/868/915/2400 MHz,” in Proc. ICCSP, 2013, pp. 419–422.
[13]
F. Bellens, F. Quitin, J. M. Dricot, F. Horlin, A. Benlarbi-Delaï, and P. De Doncker, “A wideband channel model for intravehicular nomadic systems,” Int. J. Antennas Propag., vol. 2011, p. 9, Jun. 2011.
[14]
J. Blumenstein, A. Prokes, T. Mikulasek, R. Marsalek, T. Zemen, and C. Mecklenbräuker, “Measurements of ultra wide band in-vehicle channel—Statistical description and TOA positioning feasibility study,” EURASIP J. Wireless Commun. Netw., vol. 2015, no. 1, p. 104, 2015.
[15]
O. Delangre, S. Van Roy, P. De Doncker, M. Lienard, and P. Degauque, “Modeling in-vehicle wideband wireless channels using reverberation chamber theory,” in Proc. IEEE VTC, Sep./Oct. 2007, pp. 2149–2153.
[16]
F. Bellens, F. Quitin, F. Horlin, and P. De Doncker, “Channel measurements and MB-OFDM performance inside a driving car,” in Proc. IEEE ICEAA, Sep. 2009, pp. 392–395.
[17]
T. Tsuboi, J. Yamada, N. Yamauchi, M. Nakagawa, and T. Maruyama, “UWB radio propagation for intra vehicle communications,” in Proc. ICUMT, 2009, pp. 1–5.
[18]
C. U. Bas and S. C. Ergen, “Ultra-wideband channel model for intra-vehicular wireless sensor networks beneath the chassis: From statistical model to simulations,” IEEE Trans. Veh. Technol., vol. 62, no. 1, pp. 14–25, Jan. 2013.
[19]
D. W. Matolak and A. Chandrasekaran, “Aircraft intra-vehicular channel characterization in the 5 GHz band,” in Proc. IEEE ICNS, May 2008, pp. 1–6.
[20]
R. D’Errico and L. Rudant, “UHF radio channel characterization for wireless sensor networks within an aircraft,” in Proc. EuCAP, 2011, pp. 115–119.
[21]
K. Chetcuti, C. J. Debono, R. A. Farrugia, and S. Bruillot, “Wireless propagation modelling inside a business jet,” in Proc. IEEE EUROCON, May 2009, pp. 1644–1649.
[22]
M. Peter, W. Keusgen, A. Kortke, and M. Schirrmacher, “Measurement and analysis of the 60 GHz in-vehicular broadband radio channel,” in Proc. IEEE VTC, Sep./Oct. 2007, pp. 834–838.
[23]
N. Moraitis and P. Constantinou, “Radio channel measurements and characterization inside aircrafts for in-cabin wireless networks,” in Proc. IEEE VTC, Sep. 2008, pp. 1–5.
[24]
A. Skrebtsov, A. Burnic, D. Xu, A. Waadt, and P. Jung, “UWB applications in public transport,” in Proc. CCCA, 2011, pp. 1–4.
[25]
N. R. Diaz and J. E. J. Esquitino, “Wideband channel characterization for wireless communications inside a short haul aircraft,” in Proc. IEEE VTC, vol. 1. May 2004, pp. 223–228.
[26]
X. H. Mao and Y. H. Lee, “UHF propagation along a cargo hold on board a merchant ship,” IEEE Trans. Wireless Commun., vol. 12, no. 1, pp. 22–30, Jan. 2013.
[27]
A. Mariscotti, “Experimental determination of the propagation of wireless signals on board a cruise ship,” Measurement, vol. 44, no. 4, pp. 743–749, 2011.
[28]
A. Mariscotti, M. Sassi, A. Qualizza, and M. Lenardon, “On the propagation of wireless signals on board ships,” in Proc. IEEE I2MTC, 2010, pp. 1418–1423.
[29]
M. Laniel, J. P. Emond, and A. E. Altunbas, “RFID behavior study in enclosed marine container for real time temperature tracking,” Sens. Instrum. Food Quality Safety, vol. 3, no. 1, pp. 34–40, 2009.
[30]
E. Tanghe, W. Joseph, P. Ruckebusch, L. Martens, and I. Moerman, “Intra-, inter-, and extra-container path loss for shipping container monitoring systems,” IEEE Antennas Wireless Propag. Lett., vol. 11, pp. 889–892, 2012.
[31]
N. Kitaet al., “Experimental study of propagation characteristics for wireless communications in high-speed train cars,” in Proc. EuCAP, 2009, pp. 897–901.
[32]
A. Mariscotti, A. Marrese, N. Pasquino, R. Schiano, and L. Moriello, “Characterization of the propagation channel aboard trains,” in Proc. IEEE Int. Workshop Meas. Netw., Naples, Italy, Oct. 2013, pp. 339–344.
[33]
A. Mariscotti, A. Marrese, N. Pasquino, and R. S. L. Moriello, “Characterization of the radio propagation channel aboard trains for optimal coverage at 2.45 GHz,” in Proc. IEEE MN, Oct. 2013, pp. 195–199.
[34]
B. Nkakanou, G. Y. Delisle, N. Hakem, and Y. Coulibaly, “UHF propagation parameters to support wireless sensor networks for onboard trains,” Commun. Comput., vol. 10, pp. 1120–1130, 2013.
[35]
I. Salaberriaet al., “Ubiquitous connected train based on train-to-ground and intra-wagon communications capable of providing on trip customized digital services for passengers,” Sensors, vol. 14, no. 5, pp. 8003–8025, 2014.
[36]
W. Dong, G. Liu, L. Yu, H. Ding, and J. Zhang, “Channel properties of indoor part for high-speed train based on wideband channel measurement,” in Proc. CHINACOM, 2010, pp. 1–4.
[37]
Z. Wang, N. Ye, R. Malekian, R. Wang, and P. Li, “TMicroscope: Behavior perception based on the slightest RFID tag motion,” Elektronika Electrotechnika, vol. 22, no. 2, pp. 114–122, 2016.
[38]
Z. Wang, N. Ye, R. Malekian, F. Xiao, and R. Wang, “TrackT: Accurate tracking of RFID tags with mm-level accuracy using first-order Taylor series approximation,” Ad Hoc Netw., vol. 53, pp. 132–144, Dec. 2016. [Online]. Available: https://doi.org/10.1016/j.adhoc.2016.09.026
[39]
L. Azpilicueta, M. Rawat, K. Rawat, F. Ghannouchi, and F. Falcone, “Convergence analysis in deterministic 3D ray launching radio channel estimation in complex environments,” Appl. Comput. Electromagn. Soc. J., vol. 29, no. 4, pp. 256–271, 2014.
[40]
L. A. F. de las Heras, “Characterization of wireless propagation in complex indoor environments,” Ph.D. dissertation, Dept. Elect. Electron. Eng., Univ. Pública Navarra, Pamplona, Spain, 2015.
[41]
E. Aguirre, P. Lopez-Iturri, L. Azpilicueta, J. J. Astrain, J. Villadangos, and F. Falcone, “Analysis of wireless sensor network topology and estimation of optimal network deployment by deterministic radio channel characterization,” Sensors, vol. 15, no. 2, pp. 3766–3788, 2015.
[42]
P. L. Iturriet al., “Impact of high power interference sources in planning and deployment of wireless sensor networks and devices in the 2.4 GHz frequency band in heterogeneous environments,” Sensors, vol. 12, no. 11, pp. 15689–15708, 2012.
[43]
L. Azpilicuetaet al., “Characterization of wireless channel impact on wireless sensor network performance in public transportation buses,” IEEE Trans. Intell. Transp. Syst., vol. 16, no. 6, pp. 3280–3293, Dec. 2015.
[44]
E. Rajo-Iglesias, E. Aguirre, P. López, L. Azpilicueta, J. Arpón, and F. Falcone, “Wireless corner: Characterization and consideration of topological impact of wireless propagation in a commercial aircraft environment,” IEEE Antennas Propag. Mag., vol. 55, no. 6, pp. 240–258, Dec. 2013.
[45]
P. López-Iturri, E. Aguirre, L. Azpilicueta, U. Garate, and F. Falcone, “ZigBee radio channel analysis in a complex vehicular environment [wireless corner],” IEEE Antennas Propag. Mag., vol. 56, no. 4, pp. 232–245, Aug. 2014.
[46]
L. Azpilicueta, E. Aguirre, P. López-Iturri, and F. Falcone, “An accurate UTD extension to a ray-launching algorithm for the analysis of complex indoor radio environments,” J. Electromagn. Waves Appl., vol. 30, no. 1, pp. 43–60, 2016.
[47]
L. Azpilicueta, M. Rawat, K. Rawat, F. M. Ghannouchi, and F. Falcone, “A ray launching-neural network approach for radio wave propagation analysis in complex indoor environments,” IEEE Trans. Antennas Propag., vol. 62, no. 5, pp. 2777–2786, May 2014.
[48]
L. Azpilicueta, F. Falcone, and R. Janaswamy, “A hybrid ray launching-diffusion equation approach for propagation prediction in complex indoor environments,” IEEE Antennas Wireless Propag. Lett., vol. 16, pp. 214–217, May 2016.
[49]
F. Casino, L. Azpilicueta, P. López-Iturri, E. Aguirre, F. Falcone, and A. Solanas, “Optimised wireless channel characterisation in large complex environments by hybrid ray launching-collaborative filtering approach,” IEEE Antennas Wireless Propag. Lett., to be published.
[50]
Y. I. Nechayev, P. S. Hall, and Z. H. Hu, “Characterisation of narrowband communication channels on the human body at 2.45 GHz,” IET Microw., Antennas Propag., vol. 4, no. 6, pp. 722–732, 2010.
[51]
E. Aguirre, J. Arpon, L. Azpilicueta, S. De Miguel Bilbao, V. Ramos, and F. Falcone, “Evaluation of electromagnetic dosimetry of wireless systems in complex indoor scenarios with human body interaction,” Prog. Electromagn. Res. B, vol. 43, pp. 189–209, Aug. 2012.
[52]
P. S. Hall and Y. Hao, Antennas and Propagation for Body Centric Wireless Communications. Norwood, MA, USA: Artech House, 2012.

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              cover image IEEE Transactions on Intelligent Transportation Systems
              IEEE Transactions on Intelligent Transportation Systems  Volume 18, Issue 10
              Oct. 2017
              312 pages

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              IEEE Press

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              Published: 29 September 2017

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