A two-threshold inclination check deactivates engine cutoff at zero speed when sensor calibration is unreliable, preventing unintended shutdowns.
Driver head position is used to detect pushing intent and adjust assistance speed, reducing burden when moving a two-wheeled vehicle.
Motor current differences across crank angles estimate pedal force for retrofit e-bike assist without complex force sensors or bicycle changes.