UHF-RFID backscatter channel analysis for accurate wideband ranging

Positioning and ranging within UHF RFID are highly dependent on the channel characteristics. The accuracy of time-of-flight based ranging systems is fundamentally limited by the available bandwidth. This paper first analyzes the UHF RFID backscatter channel formed by convolution of the individual constituent channels. For this purpose, we present comprehensive wideband channel measurements in two representative scenarios and an analysis with respect to the Rician K-factor for the line-of-sight component, the root-mean-square delay spread, and the coherence distance, which all influence the potential positioning performance. Based on these measurements, we validate the Cramér Rao lower bound for time-of-flight based ranging under the influence of dense multipath and present two types of range estimators, a maximum likelihood and a matched filter approach. The resulting range estimates highlight the need for an increased bandwidth for UHF RFID systems with respect to time-of-flight based ranging.

[1]  Francesco Guidi,et al.  Study of Ultra Wide Band Modulated Backscattering Based RFID Systems , 2013 .

[2]  G.D. Durgin,et al.  Gains For RF Tags Using Multiple Antennas , 2008, IEEE Transactions on Antennas and Propagation.

[3]  Moe Z. Win,et al.  Fundamental Limits of Wideband Localization— Part II: Cooperative Networks , 2010, IEEE Transactions on Information Theory.

[4]  Paul Meissner,et al.  Bandwidth Scaling and Diversity Gain for Ranging and Positioning in Dense Multipath Channels , 2016, IEEE Wireless Communications Letters.

[5]  Fredrik Tufvesson,et al.  A Measurement-Based Statistical Model for Industrial Ultra-Wideband Channels , 2007, IEEE Transactions on Wireless Communications.

[6]  Andreas F. Molisch,et al.  Ultra-Wide-Band Propagation Channels , 2009, Proceedings of the IEEE.

[7]  K. Witrisal,et al.  Wideband Characterization of Backscatter Channels: Derivations and Theoretical Background , 2012, IEEE Transactions on Antennas and Propagation.

[8]  Andrea Goldsmith,et al.  Wireless Communications , 2005, 2021 15th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS).

[9]  Ulrich Muehlmann,et al.  Wideband system-level simulator for passive UHF RFID , 2009, 2009 IEEE International Conference on RFID.

[10]  Fangyang Shen,et al.  Propagation Models for Multi-hop Wireless Networks in Ns-2 Simulator , 2011, 2011 Eighth International Conference on Information Technology: New Generations.

[11]  Moe Z. Win,et al.  Fundamental Limits of Wideband Localization— Part I: A General Framework , 2010, IEEE Transactions on Information Theory.

[12]  Christian Floerkemeier,et al.  RFIDSim—A Physical and Logical Layer Simulation Engine for Passive RFID , 2008, IEEE Transactions on Automation Science and Engineering.

[13]  Moe Z. Win,et al.  Ultrawide Bandwidth RFID: The Next Generation? , 2010, Proceedings of the IEEE.

[14]  Andreas F. Molisch MIMO-UWB propagation channels , 2010, Proceedings of the Fourth European Conference on Antennas and Propagation.

[15]  Paul Meissner,et al.  MIMO gain and bandwidth scaling for RFID positioning in dense multipath channels , 2016, 2016 IEEE International Conference on RFID (RFID).

[16]  Sailes K. Sengijpta Fundamentals of Statistical Signal Processing: Estimation Theory , 1995 .

[17]  Pavel Nikitin,et al.  Differential RCS of RFID tag , 2007 .

[18]  Antonis G. Dimitriou,et al.  A Site-Specific Stochastic Propagation Model for Passive UHF RFID , 2014, IEEE Antennas and Wireless Propagation Letters.

[19]  Paul Meissner,et al.  Bandwidth dependence of the ranging error variance in dense multipath , 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

[20]  Manuel García Sánchez,et al.  RMS delay and coherence bandwidth measurements in indoor radio channels in the UHF band , 2001, IEEE Trans. Veh. Technol..

[21]  Moe Z. Win,et al.  Ranging With Ultrawide Bandwidth Signals in Multipath Environments , 2009, Proceedings of the IEEE.

[22]  Thomas Faseth,et al.  Spread-Spectrum Based Ranging of Passive UHF EPC RFID Tags , 2015, IEEE Communications Letters.