AI RESEARCH
StrikeWatch: Wrist-worn Gait Recognition with Compact Time-series Models on Low-power FPGAs
arXiv CS.LG
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ArXi:2510.24738v2 Announce Type: replace-cross Running offers substantial health benefits, but improper gait patterns can lead to injuries, particularly without expert feedback. While prior gait analysis systems based on cameras, insoles, or body-mounted sensors have nstrated effectiveness, they are often bulky and limited to offline, post-run analysis.