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Perturbation treadmill (left) and IMU sensors and their position (right). The positions of the APDM sensors (green circle) are foot (left/right), wrist(left/right), sternum, and lumbar. The position of the <t>activPAL</t> sensor (blue box) is the right upper thigh.
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Perturbation treadmill (left) and IMU sensors and their position (right). The positions of the APDM sensors (green circle) are foot (left/right), wrist(left/right), sternum, and lumbar. The position of the activPAL sensor (blue box) is the right upper thigh.

Journal: Frontiers in Digital Health

Article Title: Comparison of machine learning approaches for near-fall-detection with motion sensors

doi: 10.3389/fdgth.2023.1223845

Figure Lengend Snippet: Perturbation treadmill (left) and IMU sensors and their position (right). The positions of the APDM sensors (green circle) are foot (left/right), wrist(left/right), sternum, and lumbar. The position of the activPAL sensor (blue box) is the right upper thigh.

Article Snippet: Motion sensor data was collected in both studies by six wirelessly synchronized inertial measurement units (IMU) (Opal V1, Mobility LabTM, APDM, Inc., Portland, OR, USA) and one activPAL sensor (activPAL©, PAL Technologies Ltd, Glasgow UK).

Techniques: