Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies 2018
DOI: 10.5220/0006543900390047
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Stair Climb Power Measurements via Inertial Measurement Units - Towards an Unsupervised Assessment of Strength in Domestic Environments

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Cited by 12 publications
(13 citation statements)
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“…In theory, the optimal screening method would be a continuous data collection, e.g., by wearable devices. While various systems were proposed for the extraction of stair climb power [21] and mobility in general [22,23], the monitored biomechanical parameters are most meaningful within a defined context. However, monitoring systems for home-use are susceptible to unrecognized contextual variations [22].…”
Section: Introductionmentioning
confidence: 99%
“…In theory, the optimal screening method would be a continuous data collection, e.g., by wearable devices. While various systems were proposed for the extraction of stair climb power [21] and mobility in general [22,23], the monitored biomechanical parameters are most meaningful within a defined context. However, monitoring systems for home-use are susceptible to unrecognized contextual variations [22].…”
Section: Introductionmentioning
confidence: 99%
“…On the contrary, frequent assessments would enable early detection of functional decline and initiate preventive measures [5].…”
Section: Introductionmentioning
confidence: 99%
“…In the context of HAR for detection of stair climbing, approaches mainly differ for the sensing modality, position of the sensor/s, features, algorithms used for classification, and target users. Sensors comprise IMUs [5,[12][13][14][15] and their combined use with barometers [16][17][18][19][20][21]. Positions include wrist [16,17], chest [16,18,20], waist [5,12,17,19], calf and foot [13][14][15][16]21].…”
Section: Introductionmentioning
confidence: 99%
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