In the radar automatic target recognition filed, extracting representative features from the
radar high resolution range profile (HRRP) is the key issues, which determines the accuracy …

In this paper the manifold geometry in radar high-resolution range profile (HRRP) is firstly
explored, and then, according to the characteristics of target pose sensitivity, a method of …

We consider the classification problem of radar high range resolution profile with semi-
supervised learning algorithm. Traditional practices are always supervised. They utilize the …

Template database is the key to radar automation target recognition based on High
Resolution Range Profile (HRRP). From the traditional perspective, average HRRP is a valid …

Radar high-resolution range profile (HRRP) is very sensitive to time-shift and target-aspect
variation; therefore, HRRP-based radar automatic target recognition (RATR) requires …

Since the signal-to-noise ratio (SNR) directly relates to the distance between the target and
the radar for a given noise power and radar power, the noise robustness of a recognition …

It is well known that polarimetric synthetic aperture radar (PolSAR) backscattering features
are highly influenced by the variation of incidence angle (VIA), which usually hampers the …

In this paper, a novel approach, namely nonlinear subprofile space (NSS), is proposed for
radar target recognition using high-resolution range profile (HRRP). First, the HRRP …

Although the multi-polarized high resolution range profiles (HRRP) include more target
information than single-polarized HRRP, the recognition becomes more difficult because of …

A new scheme of radar target recognition based on parameterized high resolution range
profiles (PHRRP) is presented in this paper. A novel criterion called generalized-weighted …