Literature DB >> 26256753

Accuracy and repeatability of an inertial measurement unit system for field-based occupational studies.

Mark C Schall1, Nathan B Fethke2, Howard Chen2, Sakiko Oyama3, David I Douphrate4.   

Abstract

The accuracy and repeatability of an inertial measurement unit (IMU) system for directly measuring trunk angular displacement and upper arm elevation were evaluated over eight hours (i) in comparison to a gold standard, optical motion capture (OMC) system in a laboratory setting, and (ii) during a field-based assessment of dairy parlour work. Sample-to-sample root mean square differences between the IMU and OMC system ranged from 4.1° to 6.6° for the trunk and 7.2°-12.1° for the upper arm depending on the processing method. Estimates of mean angular displacement and angular displacement variation (difference between the 90th and 10th percentiles of angular displacement) were observed to change <4.5° on average in the laboratory and <1.5° on average in the field per eight hours of data collection. Results suggest the IMU system may serve as an acceptable instrument for directly measuring trunk and upper arm postures in field-based occupational exposure assessment studies with long sampling durations. Practitioner Summary: Few studies have evaluated inertial measurement unit (IMU) systems in the field or over long sampling durations. Results of this study indicate that the IMU system evaluated has reasonably good accuracy and repeatability for use in a field setting over a long sampling duration.

Entities:  

Keywords:  Ergonomics tools and methods; agriculture ergonomics; back pain; musculoskeletal disorders; upper limb disorders

Mesh:

Year:  2015        PMID: 26256753      PMCID: PMC9469634          DOI: 10.1080/00140139.2015.1079335

Source DB:  PubMed          Journal:  Ergonomics        ISSN: 0014-0139            Impact factor:   2.561


  57 in total

1.  ISB recommendation on definitions of joint coordinate system of various joints for the reporting of human joint motion--part I: ankle, hip, and spine. International Society of Biomechanics.

Authors:  Ge Wu; Sorin Siegler; Paul Allard; Chris Kirtley; Alberto Leardini; Dieter Rosenbaum; Mike Whittle; Darryl D D'Lima; Luca Cristofolini; Hartmut Witte; Oskar Schmid; Ian Stokes
Journal:  J Biomech       Date:  2002-04       Impact factor: 2.712

Review 2.  Current techniques for assessing physical exposure to work-related musculoskeletal risks, with emphasis on posture-based methods.

Authors:  G Li; P Buckle
Journal:  Ergonomics       Date:  1999-05       Impact factor: 2.778

3.  Accuracy of inertial motion sensors in static, quasistatic, and complex dynamic motion.

Authors:  Alison Godwin; Michael Agnew; Joan Stevenson
Journal:  J Biomech Eng       Date:  2009-11       Impact factor: 2.097

4.  Task based exposure assessment in ergonomic epidemiology: a study of upper arm elevation in the jobs of machinists, car mechanics, and house painters.

Authors:  S W Svendsen; S E Mathiassen; J P Bonde
Journal:  Occup Environ Med       Date:  2005-01       Impact factor: 4.402

5.  The dairy industry: a brief description of production practices, trends, and farm characteristics around the world.

Authors:  David I Douphrate; G Robert Hagevoort; Matthew W Nonnenmann; Christina Lunner Kolstrup; Stephen J Reynolds; Martina Jakob; Mark Kinsel
Journal:  J Agromedicine       Date:  2013       Impact factor: 1.675

6.  Joint kinematics estimate using wearable inertial and magnetic sensing modules.

Authors:  Pietro Picerno; Andrea Cereatti; Aurelio Cappozzo
Journal:  Gait Posture       Date:  2008-05-23       Impact factor: 2.840

7.  First in vivo assessment of "Outwalk": a novel protocol for clinical gait analysis based on inertial and magnetic sensors.

Authors:  Alberto Ferrari; Andrea Giovanni Cutti; Pietro Garofalo; Michele Raggi; Monique Heijboer; Angelo Cappello; Angelo Davalli
Journal:  Med Biol Eng Comput       Date:  2009-11-13       Impact factor: 2.602

8.  Ergonomics in industrialized dairy operations.

Authors:  David I Douphrate; Matthew W Nonnenmann; John C Rosecrance
Journal:  J Agromedicine       Date:  2009       Impact factor: 1.675

9.  Shoulder and elbow joint angle tracking with inertial sensors.

Authors:  Mahmoud El-Gohary; James McNames
Journal:  IEEE Trans Biomed Eng       Date:  2012-09       Impact factor: 4.538

10.  Estimating orientation using magnetic and inertial sensors and different sensor fusion approaches: accuracy assessment in manual and locomotion tasks.

Authors:  Elena Bergamini; Gabriele Ligorio; Aurora Summa; Giuseppe Vannozzi; Aurelio Cappozzo; Angelo Maria Sabatini
Journal:  Sensors (Basel)       Date:  2014-10-09       Impact factor: 3.576

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  17 in total

1.  Whole-Body Vibration and Trunk Posture During Operation of Agricultural Machinery.

Authors:  Nathan B Fethke; Mark C Schall; Linda A Merlino; Howard Chen; Cassidy A Branch; Maya Ramaswamy
Journal:  Ann Work Expo Health       Date:  2018-11-12       Impact factor: 2.179

2.  Intraoperative workload in robotic surgery assessed by wearable motion tracking sensors and questionnaires.

Authors:  Denny Yu; Cem Dural; Melissa M B Morrow; Liyun Yang; Justin W Collins; Susan Hallbeck; Magnus Kjellman; Mikael Forsman
Journal:  Surg Endosc       Date:  2016-08-05       Impact factor: 4.584

3.  Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis.

Authors:  Xavier Robert-Lachaine; Hakim Mecheri; Christian Larue; André Plamondon
Journal:  Med Biol Eng Comput       Date:  2016-07-05       Impact factor: 2.602

4.  Validation of Inertial Measurement Units for Upper Body Kinematics.

Authors:  Melissa M B Morrow; Bethany Lowndes; Emma Fortune; Kenton R Kaufman; M Susan Hallbeck
Journal:  J Appl Biomech       Date:  2017-06-26       Impact factor: 1.833

5.  Biomechanical factors during common agricultural activities: Results of on-farm exposure assessments using direct measurement methods.

Authors:  Nathan B Fethke; Mark C Schall; Howard Chen; Cassidy A Branch; Linda A Merlino
Journal:  J Occup Environ Hyg       Date:  2020-02-18       Impact factor: 2.155

6.  Barriers to the Adoption of Wearable Sensors in the Workplace: A Survey of Occupational Safety and Health Professionals.

Authors:  Mark C Schall; Richard F Sesek; Lora A Cavuoto
Journal:  Hum Factors       Date:  2018-01-10       Impact factor: 3.598

Review 7.  Wearable Devices in Medical Internet of Things: Scientific Research and Commercially Available Devices.

Authors:  Mostafa Haghi; Kerstin Thurow; Regina Stoll
Journal:  Healthc Inform Res       Date:  2017-01-31

8.  Kinect and wearable inertial sensors for motor rehabilitation programs at home: state of the art and an experimental comparison.

Authors:  Bojan Milosevic; Alberto Leardini; Elisabetta Farella
Journal:  Biomed Eng Online       Date:  2020-04-23       Impact factor: 2.819

9.  Wearable IMU for Shoulder Injury Prevention in Overhead Sports.

Authors:  Samir A Rawashdeh; Derek A Rafeldt; Timothy L Uhl
Journal:  Sensors (Basel)       Date:  2016-11-03       Impact factor: 3.576

10.  Application-Based Production and Testing of a Core-Sheath Fiber Strain Sensor for Wearable Electronics: Feasibility Study of Using the Sensors in Measuring Tri-Axial Trunk Motion Angles.

Authors:  Ahmad Rezaei; Tyler J Cuthbert; Mohsen Gholami; Carlo Menon
Journal:  Sensors (Basel)       Date:  2019-10-03       Impact factor: 3.576

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