Abstract: Combining real-time input estimation algorithm, a novel maneuvering target model named adap tive input statistics model is developed based on current statistics model. A lot of simulation results show that this new maneuvering target model not only has good performance on tracking maneuvering targets, but also greatly improves the performance on tracking non-maneuvering targets. It is has good practicability.