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Quantitative and qualitative measures of poststroke walking activity with inertial technologies

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Objective Inertial technologies (activity monitors, inertial sensors) allow the evaluation of the number of steps and spatial-temporal parameters (STP) in daily life environments. However, activity monitors, generally worn at the… Click to show full abstract

Objective Inertial technologies (activity monitors, inertial sensors) allow the evaluation of the number of steps and spatial-temporal parameters (STP) in daily life environments. However, activity monitors, generally worn at the hip, are not accurate for quantifying steps at slow walking speed ( Material/patients and methods Up to now, eight poststroke individuals who were independent walkers (with or without walking aid) were recruited. Study 1: an activity monitor (Fitbit ® One) placed at the non-paretic ankle (not at the hip as recommended) was tested during a walk in a commercial center. The number of steps measured was compared to the one measured by video recording. Study 2: four inertial sensors (OPAL, APDM inc.) were placed bilaterally at the ankle and thigh of the participants and used to assess a new algorithm developed to estimate the right and left STP independently. The estimated STP was compared to those measured simultaneously by a GAITRite ® walking mat. For each study, the agreement between data provided by the tools was estimated using Altman-Bland charts. Results Among participants, the range of walking speed (0.4–1.2 m/s) and STP asymmetry was large. In study 1, the Fitbit ® One error for the number of steps was acceptable (0.14–4.60%), for participants walking faster than 0.4 m/s. In study 2, the stride times were precisely estimated but the support times were underestimated (−13 [6.2]%) and the oscillation times overestimated (+ 30.1 [11.3]%). Spatial parameter estimation was inconsistent. Discussion, conclusion Placing the Fitbit ® One at the non-paretic ankle is a suitable method for evaluating the amount of poststroke walking, except for very slow walkers. The algorithm for estimating STP from inertial sensors needs further work before being used in the community.

Keywords: poststroke walking; number steps; study; inertial sensors; inertial technologies; activity

Journal Title: Annals of Physical and Rehabilitation Medicine
Year Published: 2017

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