Sep 8, 2022 · Both models show promise in detecting sleep posture with high accuracy when collecting the signals from a neck-worn accelerometer sensor.
This work presents two different methods for detecting the 4 main sleep postures, namely: Supine, Lateral Right, Lateral Left and Prone, using accelerometry ...
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This work focuses on investigating methods of automatic sleep position detection using one wearable channel of accelerometry data sensed on the neck.
This work focuses on investigating methods of automatic sleep position detection using one wearable channel of accelerometry data sensed on the neck. Three ...
This paper proposes a smart detection method for sleep posture based on a flexible sleep monitoring belt and vital sign signals measured by a MEMS Inertial ...
Oct 22, 2024 · This work focuses on investigating methods of automatic sleep position detection using one wearable channel of accelerometry data sensed on the neck.
Aug 28, 2023 · Sleep Posture Monitoring Using a Single Neck Situated Accelerometer · Comments.
Novel methods to estimate respiration rate and position during sleep using accelerometer data are presented, with algorithm performance examined for two sensor ...
Aug 8, 2024 · This paper proposes a hybrid model by combining a RANC-compatible Spiking Neural Network model with a CNN-based feature extractor to classify 17 sleeping ...
As sleep posture cannot be detected with wrist accelerometry, placing the accelerometry sensor on the chest/neck would be superior to its placement on the ...