Radar HRRP Statistical Recognition: Parametric Model and Model Selection

@article{Du2008RadarHS,
  title={Radar HRRP Statistical Recognition: Parametric Model and Model Selection},
  author={Lan Du and Hongwei Liu and Zheng Bao},
  journal={IEEE Transactions on Signal Processing},
  year={2008},
  volume={56},
  pages={1931-1944}
}
Statistical modeling for radar high-resolution range profile (HRRP) is a challenging task in radar HRRP statistical recognition. Theoretical analysis and experimental results show that elements in an HRRP sample are statistically correlated and non-Gaussian distributed. First, this paper introduces three joint-Gaussian models, i.e., subspace approximation model, probability principal components analysis (PPCA) model and factor analysis (FA) model, into radar HRRP statistical recognition. Due to… CONTINUE READING
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