An ASC-based unitary matrix pencil method for parameter estimation of group target
收藏DataONE2023-06-09 更新2025-08-02 收录
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The unitary matrix pencil (UMP) method has been successfully applied to antenna array optimization. In this work, the UMP method is applied to the parameter estimation of target detection based on the attributed scattering center (ASC) model. This method can accurately estimate the number of arbitrary group targets in the space. Firstly, the radar cross section (RCS) is reconstructed based on the ASC model. Since the unitary matrix can be used to process the parameter estimation of the echo with âsum of attenuation exponentsâ, the unitary matrix is constructed by the samples from this reconstructed RCS. Moreover, the stronger scattering center can be characterized via the larger singular values, and the number of group targets can be obtained by solving the number of large singular values. Then, singular value decomposition (SVD) is performed on this unitary matrix, and some larger singular values are screened by setting an appropriate threshold. The higher estimation accuracy can be ob..., These data are obtained by electromagnetic simulation. The target echo is obtained by simulation software FEKO, and the data is processed by software MATLAB., The \"ReadMe\" file and \" Simulation Data Illustration\" contain explanations of each of the variables in the dataset.
创建时间:
2025-07-21



