This article explores the technical bottlenecks in target recognition for counter-drone radar systems, with a focus on analyzing the working principles, advantages, and challenges of micro-Doppler radar. It proposes enhancing recognition performance through situational awareness and system optimization, aiming to achieve a leap from 3D to 4D perception.