Enabling IoT for In-Home Rehabilitation: Accelerometer Signals Classification Methods for Activity and Movement Recognition
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DOI: 10.1109/jiot.2016.2628938
Abstract: Rehabilitation and elderly monitoring for active aging can benefit from Internet of Things (IoT) capabilities in particular for in-home treatments. In this paper, we consider two functions useful for such treatments: 1) activity recognition (AR)… read more here.
Keywords: accelerometer signals; movement recognition; signals classification; recognition ... See more keywords
AI-Enhanced Prediction of Peak Rate of Torque Development from Accelerometer Signals
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DOI: 10.3390/app14125137
Abstract: This study explores the use of accelerometer signals as the predictors of Rate of Torque Development (RTD) using an artificial neural network (ANN) prediction model. Sixteen physically active men participated (29 ± 5 years), performing… read more here.
Keywords: rtd; torque development; accelerometer signals; rate torque ... See more keywords