Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device

In rehabilitation, assistive and space robotics, the capability to track the body posture of a user in real time is highly desirable. In more specific cases, such as teleoperated extra-vehicular activity, prosthetics and home service robotics, the ideal posture-tracking device must also be wearable,...

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Main Authors: Marek Sierotowicz, Mathilde Connan, Claudio Castellini
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/3/890
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spelling doaj-77d7f52868b64528a36f1c20788600142020-11-25T00:36:20ZengMDPI AGSensors1424-82202020-02-0120389010.3390/s20030890s20030890Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking DeviceMarek Sierotowicz0Mathilde Connan1Claudio Castellini2Institute of Robotics and Mechatronics, German Aerospace Center (DLR), 82234 Weßling, GermanyInstitute of Robotics and Mechatronics, German Aerospace Center (DLR), 82234 Weßling, GermanyInstitute of Robotics and Mechatronics, German Aerospace Center (DLR), 82234 Weßling, GermanyIn rehabilitation, assistive and space robotics, the capability to track the body posture of a user in real time is highly desirable. In more specific cases, such as teleoperated extra-vehicular activity, prosthetics and home service robotics, the ideal posture-tracking device must also be wearable, light and low-power, while still enforcing the best possible accuracy. Additionally, the device must be targeted at effective human-machine interaction. In this paper, we present and test such a device based upon commercial inertial measurement units: it weighs 575 g in total, lasts up to 10.5 h of continual operation, can be donned and doffed in under a minute and costs less than 290 EUR. We assess the attainable performance in terms of error in an online trajectory-tracking task in Virtual Reality using the device through an experiment involving 10 subjects, showing that an average user can attain a precision of 0.66 cm during a static precision task and 6.33 cm while tracking a moving trajectory, when tested in the full peri-personal space of a user.https://www.mdpi.com/1424-8220/20/3/890wearable sensorsinertial measurement unitslow-cost sensorsassistive roboticsrehabilitation roboticsteleoperationspace robotics
collection DOAJ
language English
format Article
sources DOAJ
author Marek Sierotowicz
Mathilde Connan
Claudio Castellini
spellingShingle Marek Sierotowicz
Mathilde Connan
Claudio Castellini
Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device
Sensors
wearable sensors
inertial measurement units
low-cost sensors
assistive robotics
rehabilitation robotics
teleoperation
space robotics
author_facet Marek Sierotowicz
Mathilde Connan
Claudio Castellini
author_sort Marek Sierotowicz
title Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device
title_short Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device
title_full Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device
title_fullStr Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device
title_full_unstemmed Human-In-The-Loop Assessment of an Ultralight, Low-Cost Body Posture Tracking Device
title_sort human-in-the-loop assessment of an ultralight, low-cost body posture tracking device
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-02-01
description In rehabilitation, assistive and space robotics, the capability to track the body posture of a user in real time is highly desirable. In more specific cases, such as teleoperated extra-vehicular activity, prosthetics and home service robotics, the ideal posture-tracking device must also be wearable, light and low-power, while still enforcing the best possible accuracy. Additionally, the device must be targeted at effective human-machine interaction. In this paper, we present and test such a device based upon commercial inertial measurement units: it weighs 575 g in total, lasts up to 10.5 h of continual operation, can be donned and doffed in under a minute and costs less than 290 EUR. We assess the attainable performance in terms of error in an online trajectory-tracking task in Virtual Reality using the device through an experiment involving 10 subjects, showing that an average user can attain a precision of 0.66 cm during a static precision task and 6.33 cm while tracking a moving trajectory, when tested in the full peri-personal space of a user.
topic wearable sensors
inertial measurement units
low-cost sensors
assistive robotics
rehabilitation robotics
teleoperation
space robotics
url https://www.mdpi.com/1424-8220/20/3/890
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AT mathildeconnan humanintheloopassessmentofanultralightlowcostbodyposturetrackingdevice
AT claudiocastellini humanintheloopassessmentofanultralightlowcostbodyposturetrackingdevice
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