Experimental Evaluation of UWB Indoor Positioning for Indoor Track Cycling

Accurate radio frequency (RF)-based indoor localization systems are more and more applied during sports. The most accurate RF-based localization systems use ultra-wideband (UWB) technology; this is why this technology is the most prevalent. UWB positioning systems allow for an in-depth analysis of the performance of athletes during training and competition. There is no research available that investigates the feasibility of UWB technology for indoor track cycling. In this paper, we investigate the optimal position to mount the UWB hardware for that specific use case. Different positions on the bicycle and cyclist were evaluated based on accuracy, received power level, line-of-sight, maximum communication range, and comfort. Next to this, the energy consumption of our UWB system was evaluated. We found that the optimal hardware position was the lower back, with a median ranging error of 22 cm (infrastructure hardware placed at 2.3 m). The energy consumption of our UWB system is also taken into account. Applied to our setup with the hardware mounted at the lower back, the maximum communication range varies between 32.6 m and 43.8 m. This shows that UWB localization systems are suitable for indoor positioning of track cyclists. Dataset: http://dx.doi.org/10.17632/fkhfjfspkr.1

[1]  Bruno Gonçalves,et al.  Accuracy of a Basketball Indoor Tracking System Based on Standard Bluetooth Low Energy Channels (NBN23®) , 2018, Sensors.

[2]  Erich Müller,et al.  Collecting Kinematic Data on a Ski Track with Optoelectronic Stereophotogrammetry: A Methodological Study Assessing the Feasibility of Bringing the Biomechanics Lab to the Field , 2016, PloS one.

[3]  Kay Römer,et al.  Enabling Runtime Adaptation of Physical Layer Settings for Dependable UWB Communications , 2018, 2018 IEEE 19th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM).

[4]  Simon J. Godsill,et al.  A Particle Filter Localisation System for Indoor Track Cycling Using an Intrinsic Coordinate Model , 2018, 2018 21st International Conference on Information Fusion (FUSION).

[5]  T. Kobayashi,et al.  Path-loss exponents of ultra wideband signals in line-of-sight environments , 2004, Eighth IEEE International Symposium on Spread Spectrum Techniques and Applications - Programme and Book of Abstracts (IEEE Cat. No.04TH8738).

[6]  Sam Lemey,et al.  Wi-PoS: A Low-Cost, Open Source Ultra-Wideband (UWB) Hardware Platform with Long Range Sub-GHz Backbone , 2019, Sensors.

[7]  Hend Suliman Al-Khalifa,et al.  Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances † , 2016, Sensors.

[8]  Kyung Sup Kwak,et al.  Applications of UWB Technology , 2009, ArXiv.

[9]  Rosdiadee Nordin,et al.  A Wireless Sensor Network with Soft Computing Localization Techniques for Track Cycling Applications , 2016, Sensors.

[10]  M. M. Reijne,et al.  Accuracy of human motion capture systems for sport applications; state-of-the-art review , 2018, European journal of sport science.

[11]  Matti Hämäläinen,et al.  Human Body Shadowing Effect on Dynamic UWB On-Body Radio Channels , 2017, IEEE Antennas and Wireless Propagation Letters.

[12]  Lorenzo Mucchi,et al.  Ultra Wide Band real-time location system for cinematic survey in sports , 2010, 2010 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2010).

[13]  Arnold Baca,et al.  Local Positioning Systems in (Game) Sports , 2011, Sensors.

[14]  David J. Edwards,et al.  Ultra wideband: applications, technology and future perspectives , 2005 .

[15]  Matteo Ridolfi,et al.  Experimental Evaluation of UWB Indoor Positioning for Sport Postures , 2018, Sensors.

[16]  W G Hopkins,et al.  Validity of an ultra-wideband local positioning system to measure locomotion in indoor sports , 2018, Journal of sports sciences.

[17]  Jürgen Freiwald,et al.  Validity and reliability of GPS and LPS for measuring distances covered and sprint mechanical properties in team sports , 2018, PloS one.

[18]  Sedki M. Riad,et al.  Path-loss and time dispersion parameters for indoor UWB propagation , 2006, IEEE Transactions on Wireless Communications.

[19]  J. Vanfleteren,et al.  Highly Efficient Impulse-Radio Ultra-Wideband Cavity-Backed Slot Antenna in Stacked Air-Filled Substrate Integrated Waveguide Technology , 2018, IEEE Transactions on Antennas and Propagation.

[20]  Rosdiadee Nordin,et al.  Accurate Wireless Sensor Localization Technique Based on Hybrid PSO-ANN Algorithm for Indoor and Outdoor Track Cycling , 2016, IEEE Sensors Journal.

[21]  Eli De Poorter,et al.  UWB Localization with Battery-Powered Wireless Backbone for Drone-Based Inventory Management , 2019, Sensors.

[22]  Bertrand Perrat,et al.  Quality assessment of an Ultra-Wide Band positioning system for indoor wheelchair court sports , 2015 .

[23]  Reza Maalek,et al.  Accuracy assessment of ultra-wide band technology in locating dynamic resources in indoor scenarios , 2016 .