Abstract: The extending Kalman filtering theory is utilized to solve the big and sparse matrix in the inversion calculation of Ultrasonic CT. Based on different defect velocities in the simulated model, the stability of the extending Kalman filtering method is illustrated by the simulation calculation. The method is used to inverse the defects in the concrete specimens, and the location of the inversed defects agrees with that of the pre-placed.