Cargando…

Classifying tasks performed by electrical line workers using a wrist-worn sensor: A data analytic approach

Electrical line workers (ELWs) experience harsh environments, characterized by long shifts, remote operations, and potentially risky tasks. Wearables present an opportunity for unobtrusive monitoring of productivity and safety. A prerequisite to monitoring is the automated identification of the task...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ragani Lamooki, Saeb, Hajifar, Sahand, Hannan, Jacqueline, Sun, Hongyue, Megahed, Fadel, Cavuoto, Lora
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733853/ https://www.ncbi.nlm.nih.gov/pubmed/36490294 http://dx.doi.org/10.1371/journal.pone.0261765

Ejemplares similares

Investigation of Heterogeneity Sources for Occupational Task Recognition via Transfer Learning
por: Hajifar, Sahand, et al.
Publicado: (2021)

Adjustments in Shoulder and Back Kinematics during Repetitive Palletizing Tasks
por: Lamooki, Saeb R., et al.
Publicado: (2022)

Thermal sensors improve wrist-worn position tracking
por: Son, Jake J., et al.
Publicado: (2019)

Validation of the Vivago Wrist-Worn accelerometer in the assessment of physical activity
por: Vanhelst, Jérémy, et al.
Publicado: (2012)

Methodological Shortcomings of Wrist-Worn Heart Rate Monitors Validations
por: Sartor, Francesco, et al.
Publicado: (2018)

Compliance with wrist-worn accelerometers in primiparous early postpartum women
por: Wolpern, Ali E., et al.
Publicado: (2019)

Wrist-worn Accelerometry for Runners: Objective Quantification of Training Load
por: STILES, VICTORIA H., et al.
Publicado: (2018)

Hip and Wrist-Worn Accelerometer Data Analysis for Toddler Activities
por: Kwon, Soyang, et al.
Publicado: (2019)

Activity Monitoring with a Wrist-Worn, Accelerometer-Based Device
por: Lin, Wen-Yen, et al.
Publicado: (2018)

Accuracy of wrist-worn wearable devices for determining exercise intensity
por: Ho, Wei-Te, et al.
Publicado: (2022)

Comparison of wrist-worn Fitbit Flex and waist-worn ActiGraph for measuring steps in free-living adults
por: Chu, Anne H. Y., et al.
Publicado: (2017)

Objective Measurement of 24-Hour Movement Behaviors in Preschool Children Using Wrist-Worn and Thigh-Worn Accelerometers
por: De Craemer, Marieke, et al.
Publicado: (2021)

Wrist-worn wearables based on force myography: on the significance of user anthropometry
por: Delva, Mona Lisa, et al.
Publicado: (2020)

Assessment of the Potential of Wrist-Worn Wearable Sensors for Driver Drowsiness Detection
por: Kundinger, Thomas, et al.
Publicado: (2020)

Optimizing sampling rate of wrist-worn optical sensors for physiologic monitoring
por: Bent, Brinnae, et al.
Publicado: (2020)

Sleep Measurement Using Wrist-Worn Accelerometer Data Compared with Polysomnography
por: Chase, John D., et al.
Publicado: (2022)

COMPARISON OF SLEEP PARAMETERS FROM WRIST-WORN ACCELEROMETERS IN OLDER ADULTS
por: Liu, Fangyu, et al.
Publicado: (2022)

Validation of Capturing Sleep Diary Data via a Wrist-Worn Device
por: Jungquist, Carla R., et al.
Publicado: (2015)

Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors
por: Shoaib, Muhammad, et al.
Publicado: (2016)

Validity of wrist-worn consumer products to measure heart rate and energy expenditure
por: Thiebaud, Robert S., et al.
Publicado: (2018)

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths
por: Zhang, Yifan, et al.
Publicado: (2019)

Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research
por: Nelson, Benjamin W., et al.
Publicado: (2020)

Assessing the Use of Wrist-Worn Devices in Patients With Heart Failure: Feasibility Study
por: Moayedi, Yasbanoo, et al.
Publicado: (2017)

Detection and analysis of pulse waves during sleep via wrist-worn actigraphy
por: Zschocke, Johannes, et al.
Publicado: (2019)

Physical Activity Intensity Cut-Points for Wrist-Worn GENEActiv in Older Adults
por: Fraysse, François, et al.
Publicado: (2021)

Detecting Parkinson’s Disease from Wrist-Worn Accelerometry in the U.K. Biobank
por: Williamson, James R., et al.
Publicado: (2021)

Comparison of Wrist- and Hip-Worn Activity Monitors When Meeting Step Guidelines
por: Nelson, Rachael K., et al.
Publicado: (2022)

Sleep classification from wrist-worn accelerometer data using random forests
por: Sundararajan, Kalaivani, et al.
Publicado: (2021)

Can Gait Characteristics Be Represented by Physical Activity Measured with Wrist-Worn Accelerometers?
por: Lin, Wenyi, et al.
Publicado: (2023)

Physical Activity Assessed by Wrist and Thigh Worn Accelerometry and Associations with Cardiometabolic Health
por: Maylor, Benjamin D., et al.
Publicado: (2023)

Separating Bedtime Rest from Activity Using Waist or Wrist-Worn Accelerometers in Youth
por: Tracy, Dustin J., et al.
Publicado: (2014)

Regression Model-Based Walking Speed Estimation Using Wrist-Worn Inertial Sensor
por: Zihajehzadeh, Shaghayegh, et al.
Publicado: (2016)

Calibrating Wrist-Worn Accelerometers for Physical Activity Assessment in Preschoolers: Machine Learning Approaches
por: Li, Shiyu, et al.
Publicado: (2020)

Correction: Assessing the Use of Wrist-Worn Devices in Patients with Heart Failure: Feasibility Study
por: Moayedi, Yasbanoo, et al.
Publicado: (2018)

Analyzing walking speeds with ankle and wrist worn accelerometers in a cohort with myotonic dystrophy
por: Jimenez-Moreno, Aura Cecilia, et al.
Publicado: (2018)

Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure
por: Passler, Stefanie, et al.
Publicado: (2019)

WRIST-WORN TRI-AXIAL ACCELEROMETER VALIDATION IN YOUNG, MIDDLE-AGED, AND OLDER ADULTS
por: Manini, Todd M, et al.
Publicado: (2019)

Behavior Change Techniques in Wrist-Worn Wearables to Promote Physical Activity: Content Analysis
por: Düking, Peter, et al.
Publicado: (2020)

Development of digital measures for nighttime scratch and sleep using wrist-worn wearable devices
por: Mahadevan, Nikhil, et al.
Publicado: (2021)

Detection of Walk Tests in Free-Living Activities Using a Wrist-Worn Device
por: Sokas, Daivaras, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_mmgc29n18kg8lspm1j9kndrbpb