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AllTopicsToday > Blog > AI > Estimating advanced walking metrics with smartwatches
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Estimating advanced walking metrics with smartwatches

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Last updated: January 16, 2026 8:11 pm
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Published: January 16, 2026
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Gait indices, that are measures resembling gait pace, stride size, and bipedal assist time (the proportion of the gait cycle when each toes are on the bottom), are identified to be necessary biomarkers for assessing an individual’s total well being, fall threat, and the development of neurological or musculoskeletal situations. Analyzing the best way an individual walks is named gait evaluation and may present useful non-invasive perception into basic well being, accidents, and well being considerations.

Till now, measuring gait required costly, specialised laboratory tools, making steady monitoring impractical. Smartphones at present provide a transportable various utilizing built-in inertial measurement models (IMUs), however require exact placement, resembling in a thigh pocket or on a belt, for essentially the most correct outcomes. In distinction, smartwatches are worn in a hard and fast location in your wrist. This supplies a extra sensible and constant platform for steady monitoring and extends the monitoring window to non-phone eventualities resembling strolling round the home.

Regardless of this necessary logistical benefit, smartwatches have traditionally lagged behind smartphones in assessing complete gait metrics. Our research “Smartwatch-based gait index estimation” aimed to fill this hole. We have now demonstrated that shopper smartwatches are a extremely viable, correct, and dependable platform for estimating a complete suite of spatiotemporal gait metrics, with efficiency similar to smartphone-based strategies.

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