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Showing 1 to 2 of 2 for “"Wearable Armband"”.
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Predicting continuous hand pose from wearable EMG sensor data using transformer-based deep-learning models
… signals collected with a low-cost, eight-channel wearable armband. A modular software laboratory was developed to support data acquisition, synchronization, visualization, model training, and inference. A single-subject, three-hour dataset of synchronized EMG and hand-tracking data was collected, …
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Armband EMG-based Lifting Detection and Load Classification Algorithms using Static and Dynamic Lifting Trials
… external validity. The recent development of wearable armbands with surface electromyography (sEMG) electrodes provides a low-cost, wireless, and non-invasive way to collect EMG data beyond laboratory settings. Despite their tremendous potential for field-based workload estimation, these …