• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Angle-Range-Polarization Estimation for Polarization Sensitive Bistatic FDA-MIMO Radar via PARAFAC Algorithm

Vol. 14, No. 7, July 31, 2020
10.3837/tiis.2020.07.008, Download Paper (Free):

Abstract

In this paper, we study the estimation of angle, range and polarization parameters of a bistatic polarization sensitive frequency diverse array multiple-input multiple-output (PSFDA-MIMO) radar system. The application of polarization sensitive array in receiver is explored. A signal model of bistatic PSFDA-MIMO radar system is established. In order to utilize the multi-dimensional structure of array signals, the matched filtering radar data can be represented by a third-order tensor model. A joint estimation of the direction-of-departure (DOD), direction-of-arrival (DOA), range and polarization parameters based on parallel factor (PARAFAC) algorithm is proposed. The proposed algorithm does not need to search spectral peaks and singular value decomposition, and can obtain automatic pairing estimation. The method was compared with the existing methods, and the results show that the performance of the method is better. Therefore, the accuracy of the parameter estimation is further improved.


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Cite this article

[IEEE Style]
Q. Wang, D. Yu and Y. Zhu, "Angle-Range-Polarization Estimation for Polarization Sensitive Bistatic FDA-MIMO Radar via PARAFAC Algorithm," KSII Transactions on Internet and Information Systems, vol. 14, no. 7, pp. 2879-2890, 2020. DOI: 10.3837/tiis.2020.07.008.

[ACM Style]
Qingzhu Wang, Dan Yu, and Yihai Zhu. 2020. Angle-Range-Polarization Estimation for Polarization Sensitive Bistatic FDA-MIMO Radar via PARAFAC Algorithm. KSII Transactions on Internet and Information Systems, 14, 7, (2020), 2879-2890. DOI: 10.3837/tiis.2020.07.008.

[BibTeX Style]
@article{tiis:23719, title="Angle-Range-Polarization Estimation for Polarization Sensitive Bistatic FDA-MIMO Radar via PARAFAC Algorithm", author="Qingzhu Wang and Dan Yu and Yihai Zhu and ", journal="KSII Transactions on Internet and Information Systems", DOI={10.3837/tiis.2020.07.008}, volume={14}, number={7}, year="2020", month={July}, pages={2879-2890}}