This paper presents a fast method for sparse decomposition of real second-order polynomial phase signals (PPSs). In the method, we first set three concatenate dictionaries to complete the sparse decomposition of real second-order polynomial phase signals. Three concatenate dictionaries are the frequency modulation dictionary, the frequency dictionary and the phase dictionary, respectively. Seco...