The imaging algorithms available to maneuvering targets can deal only with the targets with first order Doppler variation of scatterers [4]. An adaptive signal decomposition based on Chirplet is given. An imaging algorithm to maneuvering targets with higher order Doppler variation of scatterers based on the decomposition is proposed