The invention provides a phase error correcting device which comprises an error estimation module and a correcting module. The error estimation module is used for receiving a phase deviation modulating signal and calculating a phase error according to the phase deviation modulating signal, a plurality of known candidate signals and bayesian estimation. The correcting module is used for correcting the phase deviation modulating signal according to the phase error.