Aiming at the convergence of matching pursuit signal decomposition, through drawing on Qian’s thinking and using geometry means, proves the general conclusion provided by Jones and Mallat and eliminates the flaws in the proof of Qian. This proof aviods applying multi preliminary lemmas and perfects Qian’s process of proof, meanwhile offers another way to understand matching pursuit.