A radar emitter recognition method based on improved Fireworks Algorithm (FWA) is proposed.The improved fireworks algorithm is used to optimize the parameters and identity the type of radar emitter.Based on the analysis to traditional fireworks algorithm, the explosion radius of fireworks is adjusted by nonlinear decreasing to enhance the ability of optimization of the algorithm.The simulation results show that the improved fireworks algorithm can improve the accuracy of radar emitter recognition.