The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer

Minimum Variance Distortionless Response (MVDR) is basically a unity gain adaptive beamformer which is suffered from performance degradation due to the presence of interference and noise. Also, MVDR is sensitive to errors such as the steering vector errors, and the nulling level. MVDR combined wit...

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Main Authors: Suhail Najm, Shahab, Ayib Rosdi, Zainun, Izzeldin, I. Mohd, Nurul Hazlina, Noordin
Format: Article
Language:English
English
Published: International Institute of Engineers (IEE) 2016
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Online Access:http://umpir.ump.edu.my/id/eprint/13993/1/The%20Impact%20of%20Noise%20Label%20on%20Beampattern%20and%20SINR%20of%20MVDR%20Beamformer.pdf
http://umpir.ump.edu.my/id/eprint/13993/7/fkee-2016-ayib-The%20Impact%20of%20Noise%20Label%20on%20Beampattern.pdf
http://umpir.ump.edu.my/id/eprint/13993/
http://dx.doi.org/10.15242/IJCCIE.ER0116122
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spelling my.ump.umpir.139932018-04-12T07:08:41Z http://umpir.ump.edu.my/id/eprint/13993/ The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer Suhail Najm, Shahab Ayib Rosdi, Zainun Izzeldin, I. Mohd Nurul Hazlina, Noordin TK Electrical engineering. Electronics Nuclear engineering Minimum Variance Distortionless Response (MVDR) is basically a unity gain adaptive beamformer which is suffered from performance degradation due to the presence of interference and noise. Also, MVDR is sensitive to errors such as the steering vector errors, and the nulling level. MVDR combined with a linear antenna array (LAA) is used to acquire desired signals and suppress the interference and noise. This paper examines the impact of the noise variance label (σn2) and the number of interference sources by using Signal to Interference plus Noise Ratio (SINR) and array beampattern as two different Figure-of-Merits to measure the performance of the MVDR beamformer with a fixed number of array elements (L). The findings of this study indicate that the MVDR have successfully placed nulls in the nonlook angle with average SINR of 99.6, 49.6, 24.9 dB dB for σn2.of -50, 0, 50 dB, respectively. Also, the MVDR provides accurate majorlobe to the real user direction, even the σn2 are bigger than desired signal power. The proposed method was found to perform better than some existing techniques. Based on this analysis, the beampattern is not heavily relies on the σn2. Moreover, the SINR strongly depends on the σn2 and the number of SNOIs. International Institute of Engineers (IEE) 2016 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/13993/1/The%20Impact%20of%20Noise%20Label%20on%20Beampattern%20and%20SINR%20of%20MVDR%20Beamformer.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/13993/7/fkee-2016-ayib-The%20Impact%20of%20Noise%20Label%20on%20Beampattern.pdf Suhail Najm, Shahab and Ayib Rosdi, Zainun and Izzeldin, I. Mohd and Nurul Hazlina, Noordin (2016) The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer. International Journal of Computing, Communication and Instrumentation Engineering (IJCCIE), 3 (1). pp. 89-95. ISSN 2349-1469 (Print); 2349-1477 (Online) http://dx.doi.org/10.15242/IJCCIE.ER0116122 DOI: 10.15242/IJCCIE.ER0116122
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Suhail Najm, Shahab
Ayib Rosdi, Zainun
Izzeldin, I. Mohd
Nurul Hazlina, Noordin
The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer
description Minimum Variance Distortionless Response (MVDR) is basically a unity gain adaptive beamformer which is suffered from performance degradation due to the presence of interference and noise. Also, MVDR is sensitive to errors such as the steering vector errors, and the nulling level. MVDR combined with a linear antenna array (LAA) is used to acquire desired signals and suppress the interference and noise. This paper examines the impact of the noise variance label (σn2) and the number of interference sources by using Signal to Interference plus Noise Ratio (SINR) and array beampattern as two different Figure-of-Merits to measure the performance of the MVDR beamformer with a fixed number of array elements (L). The findings of this study indicate that the MVDR have successfully placed nulls in the nonlook angle with average SINR of 99.6, 49.6, 24.9 dB dB for σn2.of -50, 0, 50 dB, respectively. Also, the MVDR provides accurate majorlobe to the real user direction, even the σn2 are bigger than desired signal power. The proposed method was found to perform better than some existing techniques. Based on this analysis, the beampattern is not heavily relies on the σn2. Moreover, the SINR strongly depends on the σn2 and the number of SNOIs.
format Article
author Suhail Najm, Shahab
Ayib Rosdi, Zainun
Izzeldin, I. Mohd
Nurul Hazlina, Noordin
author_facet Suhail Najm, Shahab
Ayib Rosdi, Zainun
Izzeldin, I. Mohd
Nurul Hazlina, Noordin
author_sort Suhail Najm, Shahab
title The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer
title_short The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer
title_full The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer
title_fullStr The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer
title_full_unstemmed The Impact of Noise Label on Beampattern and SINR of MVDR Beamformer
title_sort impact of noise label on beampattern and sinr of mvdr beamformer
publisher International Institute of Engineers (IEE)
publishDate 2016
url http://umpir.ump.edu.my/id/eprint/13993/1/The%20Impact%20of%20Noise%20Label%20on%20Beampattern%20and%20SINR%20of%20MVDR%20Beamformer.pdf
http://umpir.ump.edu.my/id/eprint/13993/7/fkee-2016-ayib-The%20Impact%20of%20Noise%20Label%20on%20Beampattern.pdf
http://umpir.ump.edu.my/id/eprint/13993/
http://dx.doi.org/10.15242/IJCCIE.ER0116122
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score 13.154949