OMID ASLANI DAMIRCHI

Prespecified held-out in silico robustness validation of a plantar-pressure gait-event classifier under sensor and transport perturbations

Wearable plantar-pressure signal processing for gait-event classification must remain robust when signals are affected by noise, drift, channel mismatch, data loss, or non-walking load cycles. We compared the NUWAC gait-event and plantar-contact classifier R4 with frozen R3 in a...

Prespecified held-out in-silico validation of a failure-informed plantar-contact algorithm under sensor and transport perturbations

Wearable gait-event algorithms may fail when plantar-pressure signals are affected by noise, drift, channel mismatch, data loss, or non-walking load cycles. We compared the NUWAC gait-event and plantar-contact classifier R4 with frozen R3 in a prespecified held-out in-silico vali...