Abstract: The applications of the Kalman filtering algorithm in data processing (range and speed) of quasi continuous wave radar are studied. A new adaptive Kalman algorithm is realized. It is shown by computer simulation that this algorithm is applicable for all kinds of moving targets, able to suppress coloured measurement noise largely, meets the requirement for real time processing, and improves the accuracy of radar measurement.