A floor plan-agnostic gait drift detector identifies informative sensor-to-sensor transitions, analyzes duration fluctuations with non-parametric tests against a baseline, and aggregates daily results, matching or exceeding floor-plan-dependent baselines on simulated home layouts.
Sensor Data Simulation for Anomaly Detection of the Elderly Living Alone
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Floor Plan-Agnostic Detection of Gait Speed Drifts Using Ambient Sensors
A floor plan-agnostic gait drift detector identifies informative sensor-to-sensor transitions, analyzes duration fluctuations with non-parametric tests against a baseline, and aggregates daily results, matching or exceeding floor-plan-dependent baselines on simulated home layouts.