Abstract: The variable-dimension filter with input estimation estimates the maneuver input with the least-square criterion and the time that the object begin to maneuver respectively. It has overcome the defect of the input estimation and the variable-dimension filter. The multilevel multi-sensor system can give more precise results than the single sensor .We propose a new information fusion way for multi-level multi-sensor system based on variable filter with input estimation.