An algorithm for maneuvering target tracking using multi-resolution analysis is studied in this paper. The observation data of the mono-resolution are decomposed with the use of a classical algorithm in wavelet transform, Mallat algorithm. The decomposing results are then used to update the states of the target. Simulation results show that the algorithm is perfect in target tracking and economical computation.