It is often difficult to detect the targets of interest via the line-of-sight (LOS) signals in the urban environment, since the LOS signals might be not available because of the presence of the walls. This article considers the target positioning problem via non-LOS signals using the single-input multiple-output small aperture millimeter wave radar. Assume that a target is located around a building corner and the geometric structure is known a priori. The phase comparison based algorithm is proposed, by exploiting the multipath propagation of the electromagnetic wave and the phase differences of the echoes among multiple channels. Finally, we validate the proposed algorithm via real data. Index Terms-Urban environment, NLOS multipath propagation signals, SIMO millimeter wave radar, target positioning. I. INTRODUCTION T HE detection of the targets in the urban environment is of great interests in the military and the civil security fields such as the urban battle, the antiterrorism, the disaster rescue, and the law enforcement arrest [1]-[6]. Unlike conventional radars, the line-of-sight (LOS) signals are often not available because of the presence of the walls. Hence, the targets detection via non-LOS (NLOS) signals has received considerable attention [7]-[22]. These works can be divided into two types with respect to the penetrating signals and the NLOS multipath propagation signals. The first type utilizes the penetrating signal. The propagation path of electromagnetic (EM) wave will be changed due to the refraction when passing through the walls, which will results in several problems such as the target position shift and image defocus. In [8]-[10], three wall parameters estimation methods