A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology

Timing points used in running races and other competition events are generally based on radio-frequency identification (RFID) technology. Athletes’ times are calculated via passive RFID tags and reader kits. Specifically, the reader infrastructure needed is complex and requires the deployment of a m...

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Main Authors: David Perez-Diaz-de-Cerio, Ángela Hernández-Solana, Antonio Valdovinos, Jose Luis Valenzuela
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Sensors
Subjects:
BLE
Online Access:http://www.mdpi.com/1424-8220/18/3/922
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spelling doaj-ac085ade17a84905a1f20e6cdd7172782020-11-24T21:46:32ZengMDPI AGSensors1424-82202018-03-0118392210.3390/s18030922s18030922A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy TechnologyDavid Perez-Diaz-de-Cerio0Ángela Hernández-Solana1Antonio Valdovinos2Jose Luis Valenzuela3Signal Theory and Communications Department, Universitat Politècnica de Catalunya, Esteve Terrades 7, 08860 Castelldefels, SpainAragon Institute for Engineering Research (I3A), University of Zaragoza, 50018 Zaragoza, SpainAragon Institute for Engineering Research (I3A), University of Zaragoza, 50018 Zaragoza, SpainSignal Theory and Communications Department, Universitat Politècnica de Catalunya, Esteve Terrades 7, 08860 Castelldefels, SpainTiming points used in running races and other competition events are generally based on radio-frequency identification (RFID) technology. Athletes’ times are calculated via passive RFID tags and reader kits. Specifically, the reader infrastructure needed is complex and requires the deployment of a mat or ramps which hide the receiver antennae under them. Moreover, with the employed tags, it is not possible to transmit additional and dynamic information such as pulse or oximetry monitoring, alarms, etc. In this paper we present a system based on two low complex schemes allowed in Bluetooth Low Energy (BLE): the non-connectable undirected advertisement process and a modified version of scannable undirected advertisement process using the new capabilities present in Bluetooth 5. After fully describing the system architecture, which allows full real-time position monitoring of the runners using mobile phones on the organizer side and BLE sensors on the participants’ side, we derive the mobility patterns of runners and capacity requirements, which are determinant for evaluating the performance of the proposed system. They have been obtained from the analysis of the real data measured in the last Barcelona Marathon. By means of simulations, we demonstrate that, even under disadvantageous conditions (50% error ratio), both schemes perform reliably and are able to detect the 100% of the participants in all the cases. The cell coverage of the system needs to be adjusted when non-connectable process is considered. Nevertheless, through simulation and experimental, we show that the proposed scheme based on the new events available in Bluetooth 5 is clearly the best implementation alternative for all the cases, no matter the coverage area and the runner speed. The proposal widely exceeds the detection requirements of the real scenario, surpassing the measured peaks of 20 sensors per second incoming in the coverage area, moving at speeds that range from 1.5 m/s to 6.25 m/s. The designed real test-bed shows that the scheme is able to detect 72 sensors below 600 ms, fulfilling comfortably the requirements determined for the intended application. The main disadvantage of this system would be that the sensors are active, but we have proved that its consumption can be so low (9.5 µA) that, with a typical button cell, the sensor battery life would be over 10,000 h of use.http://www.mdpi.com/1424-8220/18/3/922BLERFIDrunning racestrackingmonitoringBluetooth 5
collection DOAJ
language English
format Article
sources DOAJ
author David Perez-Diaz-de-Cerio
Ángela Hernández-Solana
Antonio Valdovinos
Jose Luis Valenzuela
spellingShingle David Perez-Diaz-de-Cerio
Ángela Hernández-Solana
Antonio Valdovinos
Jose Luis Valenzuela
A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology
Sensors
BLE
RFID
running races
tracking
monitoring
Bluetooth 5
author_facet David Perez-Diaz-de-Cerio
Ángela Hernández-Solana
Antonio Valdovinos
Jose Luis Valenzuela
author_sort David Perez-Diaz-de-Cerio
title A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology
title_short A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology
title_full A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology
title_fullStr A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology
title_full_unstemmed A Low-Cost Tracking System for Running Race Applications Based on Bluetooth Low Energy Technology
title_sort low-cost tracking system for running race applications based on bluetooth low energy technology
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2018-03-01
description Timing points used in running races and other competition events are generally based on radio-frequency identification (RFID) technology. Athletes’ times are calculated via passive RFID tags and reader kits. Specifically, the reader infrastructure needed is complex and requires the deployment of a mat or ramps which hide the receiver antennae under them. Moreover, with the employed tags, it is not possible to transmit additional and dynamic information such as pulse or oximetry monitoring, alarms, etc. In this paper we present a system based on two low complex schemes allowed in Bluetooth Low Energy (BLE): the non-connectable undirected advertisement process and a modified version of scannable undirected advertisement process using the new capabilities present in Bluetooth 5. After fully describing the system architecture, which allows full real-time position monitoring of the runners using mobile phones on the organizer side and BLE sensors on the participants’ side, we derive the mobility patterns of runners and capacity requirements, which are determinant for evaluating the performance of the proposed system. They have been obtained from the analysis of the real data measured in the last Barcelona Marathon. By means of simulations, we demonstrate that, even under disadvantageous conditions (50% error ratio), both schemes perform reliably and are able to detect the 100% of the participants in all the cases. The cell coverage of the system needs to be adjusted when non-connectable process is considered. Nevertheless, through simulation and experimental, we show that the proposed scheme based on the new events available in Bluetooth 5 is clearly the best implementation alternative for all the cases, no matter the coverage area and the runner speed. The proposal widely exceeds the detection requirements of the real scenario, surpassing the measured peaks of 20 sensors per second incoming in the coverage area, moving at speeds that range from 1.5 m/s to 6.25 m/s. The designed real test-bed shows that the scheme is able to detect 72 sensors below 600 ms, fulfilling comfortably the requirements determined for the intended application. The main disadvantage of this system would be that the sensors are active, but we have proved that its consumption can be so low (9.5 µA) that, with a typical button cell, the sensor battery life would be over 10,000 h of use.
topic BLE
RFID
running races
tracking
monitoring
Bluetooth 5
url http://www.mdpi.com/1424-8220/18/3/922
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