The imaging principle of spaceborne ISAIL for space debris is analyzed. An imaging algorithm combining compressed sensing with complex inverse Radon transform is proposed to solve the limitation of low Pulse Repetition Frequency (PRF). By using this algorithm, the compact of laser signal modulation on imaging is reduced through reducing the bandwidth at the same time. The imaging experiment with numerical data verifies the feasibility and effectiveness of the proposed method.