Threshold Profiling for Wideband Ranging

This letter establishes a methodology to design threshold profiles for wideband ranging systems. Differently from conventional methods using a single threshold value that is designed based on the signal detection and false-alarm probability requirements, we propose a threshold profile that is designed based also on the ranging error requirement. The proposed method relies only on channel statistics without requiring channel estimation. A case study shows that, compared to conventional methods, the proposed method for threshold profiling significantly improves the performance in terms of false-alarm probability, detection probability, and ranging error.

[1]  Chi Xu,et al.  Delay-Dependent Threshold Selection for UWB TOA Estimation , 2008, IEEE Communications Letters.

[2]  I. Guvenc,et al.  Threshold-based TOA estimation for impulse radio UWB systems , 2005, 2005 IEEE International Conference on Ultra-Wideband.

[3]  Jaeseok Kim,et al.  Simplified structure of weighted energy detector for UWB-IR systems , 2012 .

[4]  Reza Curtmola,et al.  Fostering participaction in smart cities: a geo-social crowdsensing platform , 2013, IEEE Communications Magazine.

[5]  Andrea Conti,et al.  Mathematical Evaluation of Environmental Monitoring Estimation Error through Energy-Efficient Wireless Sensor Networks , 2007, IEEE Transactions on Mobile Computing.

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

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

[8]  M. Skolnik,et al.  Introduction to Radar Systems , 2021, Advances in Adaptive Radar Detection and Range Estimation.

[9]  Andrea Conti,et al.  Inhomogeneous Poisson Sampling of Finite-Energy Signals With Uncertainties in ${\mathbb{R}}^{d}$ , 2016, IEEE Transactions on Signal Processing.

[10]  Lu Lu,et al.  Novel energy-based localization technique for multiple sources , 2012, 2012 IEEE International Conference on Communications (ICC).

[11]  Ning Han,et al.  Enhanced Energy Detector for IEEE 802.22 WRAN Systems Using Maximal-to-Mean Power Ratio , 2007, 2007 4th International Symposium on Wireless Communication Systems.

[12]  Wei Zhou,et al.  DistressNet: a wireless ad hoc and sensor network architecture for situation management in disaster response , 2010, IEEE Communications Magazine.

[13]  Moe Z. Win,et al.  Network Navigation: Theory and Interpretation , 2012, IEEE Journal on Selected Areas in Communications.

[14]  Moe Z. Win,et al.  A Mathematical Model for Wideband Ranging , 2015, IEEE Journal of Selected Topics in Signal Processing.

[15]  Andrea Conti,et al.  Detection of Multiple Tags Based on Impulsive Backscattered Signals , 2014, IEEE Transactions on Communications.

[16]  Xinwei Wang,et al.  Dynamic localization based on spatial reasoning with RSSI in wireless sensor networks for transport logistics , 2011 .

[17]  Hugh F. Durrant-Whyte,et al.  A solution to the simultaneous localization and map building (SLAM) problem , 2001, IEEE Trans. Robotics Autom..

[18]  Moe Z. Win,et al.  Threshold-Based Time-of-Arrival Estimators in UWB Dense Multipath Channels , 2008, IEEE Transactions on Communications.

[19]  Leighton Evans,et al.  Maps as Deep: Reading the Code of Location-Based Social Networks , 2014, IEEE Technology and Society Magazine.

[20]  Moe Z. Win,et al.  The ultra-wide bandwidth indoor channel: from statistical model to simulations , 2002, IEEE J. Sel. Areas Commun..

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

[22]  Joon-Yong Lee,et al.  Problems in modeling UWB channels , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[23]  Bernhard C. Geiger,et al.  Enhanced-accuracy channel estimation and ranging for IR-UWB energy detectors , 2010, 2010 IEEE International Conference on Ultra-Wideband.

[24]  H. Urkowitz Energy detection of unknown deterministic signals , 1967 .

[25]  Juha-Pekka Makela,et al.  Indoor geolocation science and technology , 2002, IEEE Commun. Mag..

[26]  Moe Z. Win,et al.  Network localization and navigation via cooperation , 2011, IEEE Communications Magazine.