With the rapid development of new stealth technology and materials for aircraft, the traditional radar detection technology faces many difficulties in the detection of lower RCS targets. In order to improve the detection accuracy of space targets, this paper adopts the radar-ultraviolet cooperative detection method based on the radar working principle and ultraviolet radiation theory, and proposes a radar-ultraviolet cooperative detection algorithm for lower RCS targets. This paper takes the DF-15 missile as an example, and studies the radar-ultraviolet cooperative detection results of the missile in the detection of lower RCS characteristics, and the results show that when encountering the lower RCS target characteristics, the leakage detection rate is higher when only using radar detection, while the radar-ultraviolet cooperative detection can improve the accuracy of the target recognition, and the leakage detection rate is lower.