Matrix Pencil Method and Singular Value Decomposition Application for DOA Estimation Using Linear Antenna Array with Multiple Signal Sources

Nilay AYTAŞ; Erkan AFACAN; Nihat İNANÇ

doi:https://doi.org/10.47897/bilmes.988009

Makale detayları

Matrix Pencil Method and Singular Value Decomposition Application for DOA Estimation Using Linear Antenna Array with Multiple Signal Sources

Yazarlar:

Nilay AYTAŞ | Erkan AFACAN | Nihat İNANÇ

Yayıncı:

Umut SARAY

Ana Başlıklar:

Uygulamalı fizik

Dergi:

International Scientific and Vocational Studies Journal 2021 Vol.5 Issue 2, pp.107-114

Belge Tipi:

Makale

Yayın Tarihi:

12/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000477834

Sıklık:

İki Yıllık

pISSN:

2618-5938

DOI:

https://doi.org/10.47897/bilmes.988009

Özet:

 

The practice of estimating the direction of the signal emitted from signal sources using linear antenna arrays is used effectively in both military and civilian radar systems. While the number of signal sources was single in the first studies, the systems that estimated the direction angle of the source have now gained the ability to estimate the direction angle of the signals emitted from more than one signal source at the same time with high accuracy, thanks to the deepening researches. In this study, it is aimed to estimate the angle of incidence of noisy signals emitted from multiple signal sources with the least error by using the Matrix Pencil Method and linear antenna array, which is one of the signal subspaceanalysis methods. In addition, the signals are separated from the noise factor by using the Singular Value Decomposition method. Simulations have been carried out in many different scenarios, and it has been shown that the combination of Matrix Pencil Method and Singular Value Decomposition methods can be used for highly accurate results in estimating the direction of multiple signals coming into the antenna array.

 


The practice of estimating the direction of the signal emitted from signal sources using linear antenna arrays is used effectively in both military and civilian radar systems. While the number of signal sources was single in the first studies, the systems that estimated the direction angle of the source have now gained the ability to estimate the direction angle of the signals emitted from more than one signal source at the same time with high accuracy, thanks to the deepening researches. In this study, it is aimed to estimate the angle of incidence of noisy signals emitted from multiple signal sources with the least error by using the Matrix Pencil Method and linear antenna array, which is one of the signal subspaceanalysis methods. In addition, the signals are separated from the noise factor by using the Singular Value Decomposition method. Simulations have been carried out in many different scenarios, and it has been shown that the combination of Matrix Pencil Method and Singular Value Decomposition methods can be used for highly accurate results in estimating the direction of multiple signals coming into the antenna array.

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Makale detayları

Matrix Pencil Method and Singular Value Decomposition Application for DOA Estimation Using Linear Antenna Array with Multiple Signal Sources

Yazarlar: Nilay AYTAŞ | Erkan AFACAN | Nihat İNANÇ

Yayıncı: Umut SARAY

Ana Başlıklar: Uygulamalı fizik

Dergi: International Scientific and Vocational Studies Journal 2021 Vol.5 Issue 2, pp.107-114

Belge Tipi: Makale

Yayın Tarihi: 12/2021

Belge Dili: İngilizce

Document ID (Org No.): 2000477834

Sıklık: İki Yıllık

pISSN: 2618-5938

DOI: https://doi.org/10.47897/bilmes.988009

Sayı

Yazarlar:

Nilay AYTAŞ | Erkan AFACAN | Nihat İNANÇ

Yayıncı:

Umut SARAY

Ana Başlıklar:

Uygulamalı fizik

Dergi:

International Scientific and Vocational Studies Journal 2021 Vol.5 Issue 2, pp.107-114

Belge Tipi:

Makale

Yayın Tarihi:

12/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000477834

Sıklık:

İki Yıllık

pISSN:

2618-5938

DOI:

https://doi.org/10.47897/bilmes.988009