Citations (27)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (3)
Liuxing Tsao, Maury A. Nussbaum, Sunwook Kim & Liang Ma. (2020) Modelling performance during repetitive precision tasks using wearable sensors: a data-driven approach. Ergonomics 63:7, pages 831-849.
Read now
Read now
Mohammad Iman Mokhlespour Esfahani, Maury A. Nussbaum & Zhenyu (James) Kong. (2019) Using a smart textile system for classifying occupational manual material handling tasks: evidence from lab-based simulations. Ergonomics 62:6, pages 823-833.
Read now
Read now
Seyed Mohammadreza Hosseinian, Yibo Zhu, Ranjana K. Mehta, Madhav Erraguntla & Mark A. Lawley. (2019) Static and Dynamic Work Activity Classification from a Single Accelerometer: Implications for Ergonomic Assessment of Manual Handling Tasks. IISE Transactions on Occupational Ergonomics and Human Factors 7:1, pages 59-68.
Read now
Read now
Articles from other publishers (24)
Aanuoluwapo Ojelade, Mohammad Sadra Rajabi, Sunwook Kim & Maury A. Nussbaum. (2024) A Data-Driven Approach to Classifying Manual Material Handling Tasks Using Markerless Motion Capture and Recurrent Neural Networks. SSRN Electronic Journal.
Crossref
Crossref
Sakshi Taori & Sol Lim. (2024) Use of a Wearable Electromyography Armband to Detect Lift-Lower Tasks and Classify Hand Loads. SSRN Electronic Journal.
Crossref
Crossref
Guobin Liu, Chelsea Dobbins, Matthew D’Souza & Ngoc Phuong. (2023) A machine learning approach for detecting fatigue during repetitive physical tasks. Personal and Ubiquitous Computing 27:6, pages 2103-2120.
Crossref
Crossref
Pinsheng Duan, Jianliang Zhou & Shiwei Tao. (2022) Risk events recognition using smartphone and machine learning in construction workers' material handling tasks. Engineering, Construction and Architectural Management 30:8, pages 3562-3582.
Crossref
Crossref
Sebastian Pütz, Alexander Schollemann, Annika Laura Felter, Mirlinda Hajdari, Alexander Mertens, Seth Schmitz, Günther Schuh & Verena Nitsch. (2023) Towards Human-Centered Best Practice Sharing in Global Production Networks for More Socially Sustainable Production Processes. Towards Human-Centered Best Practice Sharing in Global Production Networks for More Socially Sustainable Production Processes.
Saeb Ragani Lamooki, Sahand Hajifar, Jiyeon Kang, Hongyue Sun, Fadel M. Megahed & Lora A. Cavuoto. (2022) A data analytic end-to-end framework for the automated quantification of ergonomic risk factors across multiple tasks using a single wearable sensor. Applied Ergonomics 102, pages 103732.
Crossref
Crossref
Mitja Trkov, Duncan T. Stevenson & Andrew S. Merryweather. (2022) Classifying hazardous movements and loads during manual materials handling using accelerometers and instrumented insoles. Applied Ergonomics 101, pages 103693.
Crossref
Crossref
Maria Lua Nunes, Duarte Folgado, Carlos Fujao, Luis Silva, Joao Rodrigues, Pedro Matias, Marilia Barandas, Andre V. Carreiro, Sara Madeira & Hugo Gamboa. (2022) Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors. IEEE Access 10, pages 83221-83235.
Crossref
Crossref
Caining Li, Sapphire H. Lin & Arul Chib. (2020) The state of wearable health technologies: a transdisciplinary literature review. Mobile Media & Communication 9:2, pages 353-376.
Crossref
Crossref
Micaela Porta, Sunwook Kim, Massimiliano Pau & Maury A. Nussbaum. (2021) Classifying diverse manual material handling tasks using a single wearable sensor. Applied Ergonomics 93, pages 103386.
Crossref
Crossref
Howard Chen, Mark C. SchallJr.Jr. & Nathan B. Fethke. (2020) Measuring upper arm elevation using an inertial measurement unit: An exploration of sensor fusion algorithms and gyroscope models. Applied Ergonomics 89, pages 103187.
Crossref
Crossref
Kristine D. Cantin-Garside, Zhenyu Kong, Susan W. White, Ligia Antezana, Sunwook Kim & Maury A. Nussbaum. (2020) Detecting and Classifying Self-injurious Behavior in Autism Spectrum Disorder Using Machine Learning Techniques. Journal of Autism and Developmental Disorders 50:11, pages 4039-4052.
Crossref
Crossref
T. Caroll, G. Hernandez, G. Koutitas, D. Wierschem, F. Mendez, D. Vallez, S. Aslan, R. Koldenhoven & J. Jimenez. (2020) Comparison of Inverse Kinematics Algorithms for Digital Twin Industry 4.0 Applications. Comparison of Inverse Kinematics Algorithms for Digital Twin Industry 4.0 Applications.
Micaela Porta, Massimiliano Pau, Pier Francesco Orrù & Maury A. Nussbaum. (2020) Trunk Flexion Monitoring among Warehouse Workers Using a Single Inertial Sensor and the Influence of Different Sampling Durations. International Journal of Environmental Research and Public Health 17:19, pages 7117.
Crossref
Crossref
Sol Lim & Clive D'Souza. (2020) A narrative review on contemporary and emerging uses of inertial sensing in occupational ergonomics. International Journal of Industrial Ergonomics 76, pages 102937.
Crossref
Crossref
Geovanni Hernandez, Damian Valles, David C. Wierschem, Rachel M. Koldenhoven, George Koutitas, Francis A. Mendez, Semih Aslan & Jesus Jimenez. (2020) Machine Learning Techniques for Motion Analysis of Fatigue from Manual Material Handling Operations Using 3D Motion Capture Data. Machine Learning Techniques for Motion Analysis of Fatigue from Manual Material Handling Operations Using 3D Motion Capture Data.
Sol Lim & Clive D'Souza. (2019) Statistical prediction of load carriage mode and magnitude from inertial sensor derived gait kinematics. Applied Ergonomics 76, pages 1-11.
Crossref
Crossref
Liuxing Tsao, Lefei Li & Liang Ma. (2019) Human Work and Status Evaluation Based on Wearable Sensors in Human Factors and Ergonomics: A Review. IEEE Transactions on Human-Machine Systems 49:1, pages 72-84.
Crossref
Crossref
Babak Barazandeh, Kaveh Bastani, Mohammadhussein Rafieisakhaei, Sunwook Kim, Zhenyu Kong & Maury A. Nussbaum. (2018) Robust Sparse Representation-Based Classification Using Online Sensor Data for Monitoring Manual Material Handling Tasks. IEEE Transactions on Automation Science and Engineering 15:4, pages 1573-1584.
Crossref
Crossref
Mark C. SchallJr.Jr., Richard F. Sesek & Lora A. Cavuoto. (2018) Barriers to the Adoption of Wearable Sensors in the Workplace: A Survey of Occupational Safety and Health Professionals. Human Factors: The Journal of the Human Factors and Ergonomics Society 60:3, pages 351-362.
Crossref
Crossref
Sol Lim & Clive D’Souza. (2017) Statistical Prediction of Hand Force Exertion Levels in a Simulated Push Task using Posture Kinematics. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 61:1, pages 1031-1035.
Crossref
Crossref
Feng Lin, Aosen Wang, Lora Cavuoto & Wenyao Xu. (2017) Toward Unobtrusive Patient Handling Activity Recognition for Injury Reduction Among At-Risk Caregivers. IEEE Journal of Biomedical and Health Informatics 21:3, pages 682-695.
Crossref
Crossref
Kaveh Bastani, Sunwook Kim, Zhenyu Kong, Maury A. Nussbaum & Wenzhen Huang. (2016) Online classification and sensor selection optimization with applications to human material handling tasks using wearable sensing technologies. IEEE Transactions on Human-Machine Systems 46:4, pages 485-497.
Crossref
Crossref
Tsolmonbaatar Khurelbaatar, Kyungsoo Kim, SuKyoung Lee & Yoon Hyuk Kim. (2015) Consistent accuracy in whole-body joint kinetics during gait using wearable inertial motion sensors and in-shoe pressure sensors. Gait & Posture 42:1, pages 65-69.
Crossref
Crossref