TY - GEN
T1 - Body balance estimation in standing and walking conditions using inertial measurement units and galvanic skin response
AU - Freivalds, Andris
AU - Lyu, Shubo
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Falls can be detrimental, especially in the elderly. We focused on balanced and unbalanced conditions while standing and walking. Body accelerations on the sternum, right wrist, waist, left and right ankles were measured, as well as galvanic skin response (GSR). The results showed that the unbalanced conditions were significantly different from balanced conditions. Acceleration ranges increased during unbalanced conditions, along with large peaks, which represent detectable sways and trips. The correlations between accelerations and GSR were well correlated, which is promising for predicting body balance and unbalance leading to falls.
AB - Falls can be detrimental, especially in the elderly. We focused on balanced and unbalanced conditions while standing and walking. Body accelerations on the sternum, right wrist, waist, left and right ankles were measured, as well as galvanic skin response (GSR). The results showed that the unbalanced conditions were significantly different from balanced conditions. Acceleration ranges increased during unbalanced conditions, along with large peaks, which represent detectable sways and trips. The correlations between accelerations and GSR were well correlated, which is promising for predicting body balance and unbalance leading to falls.
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U2 - 10.1007/978-3-319-96098-2_2
DO - 10.1007/978-3-319-96098-2_2
M3 - Conference contribution
AN - SCOPUS:85051982214
SN - 9783319960975
T3 - Advances in Intelligent Systems and Computing
SP - 9
EP - 12
BT - Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018) - Volume I
A2 - Bagnara, Sebastiano
A2 - Fujita, Yushi
A2 - Tartaglia, Riccardo
A2 - Albolino, Sara
A2 - Alexander, Thomas
PB - Springer Verlag
T2 - 20th Congress of the International Ergonomics Association, IEA 2018
Y2 - 26 August 2018 through 30 August 2018
ER -