<正> A new feature based on higher order statistics is proposed for classification of MPSKsignals, which is invariant with respect to translation (shift), scale and rotation transforms ofMPSK signal constellations, and can suppress additive color or white Gaussian noise. Applicationof the new feature to classification of MPSK signals, at medium signal-to-noise ratio with specified