TY - JOUR PY - 2019// TI - Estimating center of mass trajectory in quiet standing: a review JO - Conference proceedings - IEEE engineering in medicine and biology society A1 - Nicolai, Alice A1 - Audiffren, Julien SP - 6854 EP - 6859 VL - 2019 IS - N2 - As falls prevalence increases with the aging of the population, early detection of balance degradation is of great importance for efficient prevention and treatment. This work compares a wide range of state-of-the-art methods to estimate the trajectory of the center of mass - a key aspect of postural control quantification. This comparison is done through multiple complementary metrics over a large dataset, highlighting the pros and cons of each method as well as the key influence of the data preprocessing. Additionally, we introduce several improvements and parameter tunings for these methods that increase their accuracy or reduce contextual information requirement.
Language: en
LA - en SN - 1557-170X UR - http://dx.doi.org/10.1109/EMBC.2019.8857888 ID - ref1 ER -