Abstract: The interacting multiple-model algorithm with multi-sensor central fusion tracking algorithm is incorporated and the central interacting multiple-model algorithm is given out. A maneuvering target is tracked by the use of central interacting multiple-model algorithm and the result is compared with that of variable dimension algorithm. The simulation results show that the central interacting multiple-model algorithm is effective and at the same time is more accurate and stable than variable dimension algorithm.