I. Introduction
Radar is widely used in both civilian and defense applications as a sensor capable of acquiring information about the distances and speeds of targets [1], [2]. Typically, radar achieves target detection with the assistance of directly reflected echo. However, when the target is obstructed by obstacles, the traditional detection method based on line-of-sight (LOS) paths faces limitations or even ineffective. Remarkably, the multipath propagation of electromagnetic (EM) waves, such as diffraction and reflection, enables the radar to receive non- LOS (NLOS) regions. Therefore, NLOS detection breaks through the limitations of traditional LOS detection and holds important research and application value in the fields of intelligent driving and urban stability maintenance [3], [4], [5], [6], [7]