Context
Persistent helmet pressure and warnings that can be lost amid traffic, noise, and divided attention.
Active-sensing Helmet Prototype
An active-sensing helmet competition prototype for e-bike and motorcycle riders, combining visual risk estimation with motion and pressure sensing to coordinate three air zones, light, and voice feedback in controlled demonstrations.

Persistent helmet pressure and warnings that can be lost amid traffic, noise, and divided attention.
Three independent contact zones organize fit, pressure monitoring, and constrained pneumatic feedback.
Forward vision, motion, and pressure data feed a four-level risk model.
Pneumatic pressure, RGB light, and voice cues respond together by risk level.
Blind spots, crossings, and construction detours explain system behavior without implying road-safety certification.
Calibration, integration, safety testing, and real protective performance remain to be validated.