An AI-enabled smart cycling helmet system with multisensor fusion and graded hazard warning
Cycling safety remains a pressing concern, yet conventional helmets provide only passive impact protection without the ability to anticipate dangers. This paper presents an AI-enabled smart cycling helmet system with multi-sensor fusion and graded hazard warning based on the ESP32 microcontroller. The system integrates...