A Multi-Static Radar Network with Ultra-Wideband Radio-Equipped Devices

A growing number of devices, from car key fobs to mobile phones to WiFi-routers, are equipped with ultra-wideband radios. In the network formed by these devices, communicating modules often estimate the channel impulse response to employ a matched filter to decode transmitted data or to accurately time stamp incoming messages when estimating the time-of-flight for localization. This paper investigates how such measurements of the channel impulse response can be utilized to augment existing ultra-wideband communication and localization networks to a multi-static radar network. The approach is experimentally evaluated using off-the-shelf hardware and simple, distributed filtering, and shows that a tag-free human walking in the space equipped with ultra-wideband modules can be tracked in real time. This opens the door for various location-based smart home applications, ranging from smart audio and light systems to elderly monitoring and security systems.

[1]  Dan Simon,et al.  Optimal State Estimation: Kalman, H∞, and Nonlinear Approaches , 2006 .

[2]  Qi Lu,et al.  Design and Analysis of a UWB MIMO Radar System with Miniaturized Vivaldi Antenna for Through-Wall Imaging , 2019, Remote. Sens..

[3]  Zi Wang,et al.  MultiTrack: Multi-User Tracking and Activity Recognition Using Commodity WiFi , 2019, CHI.

[4]  F. Ahmad,et al.  Target and change detection in synthetic aperture radar sensing of urban structures , 2008, 2008 IEEE Radar Conference.

[5]  Andrew Markham,et al.  mID: Tracking and Identifying People with Millimeter Wave Radar , 2019, 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS).

[6]  Umberto Spagnolini,et al.  Device-Free Radio Vision for Assisted Living: Leveraging wireless channel quality information for human sensing , 2016, IEEE Signal Processing Magazine.

[7]  Andrea Giorgetti,et al.  Effect of state space partitioning on Bayesian tracking for UWB radar sensor networks , 2013, 2013 IEEE International Conference on Ultra-Wideband (ICUWB).

[8]  Reiner S. Thomä,et al.  Evaluation of requirements for UWB localization systems in home-entertainment applications , 2010, 2010 International Conference on Indoor Positioning and Indoor Navigation.

[9]  Joel S. Marciano,et al.  Design trade-offs in a combined FMCW and pulse Doppler radar front-end , 2013, IEEE 2013 Tencon - Spring.

[10]  Marian Verhelst,et al.  Low-energy UWB transceiver implementation for smart home energy management , 2014, The 18th IEEE International Symposium on Consumer Electronics (ISCE 2014).

[11]  G.L. Turin,et al.  An introduction to digitial matched filters , 1976, Proceedings of the IEEE.

[12]  Frank Ellinger,et al.  Scalable indoor positioning system with multi-band FMCW , 2018 .

[13]  Stephan Sand,et al.  Localization and Tracking of Discrete Mobile Scatterers in Vehicular Environments Using Delay Estimates † , 2019, Sensors.

[14]  L.J. Cimini,et al.  MIMO Radar with Widely Separated Antennas , 2008, IEEE Signal Processing Magazine.

[15]  Andrea Giorgetti,et al.  Localization Capability of Cooperative Anti-Intruder Radar Systems , 2008, EURASIP J. Adv. Signal Process..

[16]  R. J. James,et al.  A history of radar , 1989 .

[17]  Dusan Kocur,et al.  Through-the-Wall Localization of a Moving Target by Two Independent Ultra Wideband (UWB) Radar Systems , 2013, Sensors.

[18]  Christian Wietfeld,et al.  Scalability, Real-Time Capabilities, and Energy Efficiency in Ultra-Wideband Localization , 2019, IEEE Transactions on Industrial Informatics.

[19]  Andrea Giorgetti,et al.  Target Tracking for UWB Multistatic Radar Sensor Networks , 2014, IEEE Journal of Selected Topics in Signal Processing.

[20]  Maarten Weyn,et al.  A Survey on Detection, Tracking and Identification in Radio Frequency-Based Device-Free Localization , 2019, Sensors.

[21]  Prasant Mohapatra,et al.  Contactless Breathing Rate Monitoring in Vehicle Using UWB Radar , 2018, RealWSN@SenSys.

[22]  Jürgen Sachs,et al.  Handbook of Ultra-Wideband Short-Range Sensing: Theory, Sensors, Applications , 2012 .

[23]  David Tse,et al.  Channel Identification: Secret Sharing Using Reciprocity in Ultrawideband Channels , 2007, IEEE Transactions on Information Forensics and Security.

[24]  Rudolf Zetik,et al.  Simple method for localisation of multiple tag-free targets using UWB sensor network , 2011, 2011 IEEE International Conference on Ultra-Wideband (ICUWB).

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

[26]  Pietro Siciliano,et al.  A Radar-Based Smart Sensor for Unobtrusive Elderly Monitoring in Ambient Assisted Living Applications , 2017, Biosensors.

[27]  Michael Hamer,et al.  Scalable Localization and Coordination of Robot Swarms , 2019 .

[28]  Michael Hamer,et al.  Self-Calibrating Ultra-Wideband Network Supporting Multi-Robot Localization , 2018, IEEE Access.

[29]  Albert Y. Zomaya,et al.  Ubiquitous Localization (UbiLoc): A Survey and Taxonomy on Device Free Localization for Smart World , 2019, IEEE Communications Surveys & Tutorials.

[30]  K. Yıldırım CLOCK SYNCHRONIZATION IN WIRELESS SENSOR NETWORKS , 2012 .

[31]  Anton Ledergerber,et al.  Dataset accompanying paper "A multi-static radar network with ultra-wideband radio-equipped devices" , 2020 .

[32]  Axel Sikora,et al.  Investigations on passive channel impulse response of ultra wide band signals for monitoring and safety applications , 2016, 2016 3rd International Symposium on Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS).

[33]  K. J. Ray Liu,et al.  High accuracy indoor localization: A WiFi-based approach , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[34]  Hermann Rohling,et al.  Ordered statistic CFAR technique - an overview , 2011, 2011 12th International Radar Symposium (IRS).

[35]  Rob Miller,et al.  3D Tracking via Body Radio Reflections , 2014, NSDI.

[36]  Juan M. Corchado,et al.  A Survey of Recent Advances in Particle Filters and Remaining Challenges for Multitarget Tracking , 2017, Sensors.

[37]  Matthias A. Hein,et al.  Cooperative Passive Coherent Location: A Promising 5G Service to Support Road Safety , 2019, IEEE Communications Magazine.

[38]  Yang Han,et al.  UWB Radar for Non-contact Heart Rate Variability Monitoring and Mental State Classification , 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[39]  Umberto Mengali,et al.  TOA Estimation with the IEEE 802.15.4a Standard , 2010, IEEE Transactions on Wireless Communications.

[40]  Ivana Culjak,et al.  UWB Platform for Vital Signs Detection and Monitoring , 2018, IFMBE Proceedings.

[41]  Henk Wymeersch,et al.  Device-Free Person Detection and Ranging in UWB Networks , 2013, IEEE Journal of Selected Topics in Signal Processing.

[42]  Umberto Spagnolini,et al.  Cellular Data Analytics for Detection and Discrimination of Body Movements , 2018, IEEE Access.