There is described a method of estimating a rotor speed in a wind turbine, the method comprising (a) obtaining measurement data indicative of structural vibrations within the wind turbine, (b) determining at least one harmonic vibration frequency based on the measurement data, and (c) estimating the rotor speed based on the at least one harmonic vibration frequency. Furthermore, a corresponding arrangement and a monitoring system for a wind turbine are described.