![](/images/graphics-bg.png)
Reconstructed Target Range Profile via Unitary ESPRIT Superresolution Algorithm
Joint Authors
Zhang, Rui
Zhang, Min
Wang, Xin
Cai, Zhaohui
Source
International Journal of Antennas and Propagation
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-08-15
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
We propose an efficient technique for target classification using one-dimensional high resolution range profile (HRRP).
The proposed technique utilizes the unitary estimation of signal parameters via rotational invariance techniques (ESPRIT) algorithm to extract scattering centers and then reconstruct superresolution range profiles.
Moreover, we employ the central moments to provide translation invariant and scale invariant feature vectors.
Finally, the proposed unitary ESPRIT (U-ESPRIT) based range profile reconstruction method is applied to the simulated annealing resilient backpropagation (SARPROP) classification algorithm to evaluate the recognition performances.
Recognition results using four different aircraft models are presented to assess the effectiveness of the proposed technique, and they are compared with those of the conventional range profiles obtained by fast Fourier transform (FFT).
Comparison results on simulated data show that the HRRP reconstruction method is better than directly using HRRP in targets classification.
American Psychological Association (APA)
Zhang, Rui& Zhang, Min& Wang, Xin& Cai, Zhaohui. 2017. Reconstructed Target Range Profile via Unitary ESPRIT Superresolution Algorithm. International Journal of Antennas and Propagation،Vol. 2017, no. 2017, pp.1-7.
https://search.emarefa.net/detail/BIM-1159319
Modern Language Association (MLA)
Zhang, Rui…[et al.]. Reconstructed Target Range Profile via Unitary ESPRIT Superresolution Algorithm. International Journal of Antennas and Propagation No. 2017 (2017), pp.1-7.
https://search.emarefa.net/detail/BIM-1159319
American Medical Association (AMA)
Zhang, Rui& Zhang, Min& Wang, Xin& Cai, Zhaohui. Reconstructed Target Range Profile via Unitary ESPRIT Superresolution Algorithm. International Journal of Antennas and Propagation. 2017. Vol. 2017, no. 2017, pp.1-7.
https://search.emarefa.net/detail/BIM-1159319
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1159319