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 …

High resolution range profile (HRRP) plays an important role in wideband radar automatic
target recognition (ATR). In order to alleviate the sensitivity to clutter and target aspect …

Radar high-resolution range profile (HRRP) has received intensive attention from the radar
automatic target recognition (RATR) community. Usually, since the initial phase of a complex …

In this letter, we introduce a novel noise-robust modification method for Gaussian-based
models to enhance the performance of radar high-resolution range profile (HRRP) …

One of the radar high‐resolution range profile (HRRP) recognition issues is the target‐
aspect sensitivity. Both theoretical analysis and real‐world data show that the HRRP shows …

In the statistical target recognition based on radar high-resolution range profile (HRRP), two
challenging tasks are how to deal with the target-aspect, time-shift, and amplitude-scale …

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 …

With the improvement of radar resolution, the dimension of the high resolution range profile
(HRRP) has increased. In order to solve the small sample problem caused by the increase …

Radar automatic target recognition (RATR) based on high-range-resolution (HRR) profiles
and support vector machine (SVM) classifier is concerned. The physical mechanism of a …

Sparse representation models based on dictionary learning have led to interesting results in
signal restoration and target recognition. However, due to the redundancy defined by …