Deep stair walking detection using wearable inertial sensor via long short-term memory network
This paper proposes a stair walking detection via Long Short-Term Memory (LSTM) network to prevent stair fall event happen by alerting caregiver for assistance as soon as possible. The tri-axial accelerometer and gyroscope data of five activities of daily living (ADLs) including stair walking is col...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Institute of Advanced Engineering and Science
2020
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/90862/1/MuhammadAmirAs%60Ari2020_DeepStairWalkingDetectionUsingWearableInertialSensor.pdf http://eprints.utm.my/id/eprint/90862/ http://dx.doi.org/10.11591/eei.v9i1.1685 |
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