Estimation of direction of arrival for antenna array based on ESPRIT and multiple signal classification algorithms

Basit Öğe Kaydı
dc.contributor.authorKhudhair, Sabah Salam
dc.contributor.authorKhleaf, Hussain Kareem
dc.contributor.authorMohammed, Alaa Hamid
dc.date.accessioned2023-06-10T09:22:14Z
dc.date.available2023-06-10T09:22:14Z
dc.date.issued2022en_US
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalıen_US
dc.description.abstractAntenna array plays a great role in many fields such as direction finding, radar, and mobile communication. The manipulation of signals induced by antenna elements using Direction of Arrival (DOA) estimation techniques will provide accurate location information of the radiating sources. Many methods were used to estimate DOA; however, we chose the best for high angular resolution subspace such as Multiple Signal Classification (MUSIC) and Estimation of Signal Parameters via Rational Invariance Techniques (ESPRIT) algorithms. Both algorithms have been developed and their DOA estimation performance numerically evaluated using MATLAB with array parameters including the number of snapshots, Signal-to-Noise ratio (SNR), number of array elements, and array element spacing have also been evaluated and compared. The simulation compares the performance between both algorithms at DOAs of 20° and 60°. The result shows that the MUSIC algorithm obtained better estimation accuracy at both DOAs compared to the ESPRIT algorithm by 12.78 dB and 7.78 dB respectively using 100 array elements.en_US
dc.identifier.citationKhudhair, S. S., Khleaf, H. K., & Mohammed, A. H. (2022). Estimation of direction of arrival for antenna array based on ESPRIT and multiple signal classification algorithms. In 2022 International Conference on Artificial Intelligence of Things (ICAIoT). IEEE.en_US
dc.identifier.isbn9798350396768
dc.identifier.scopus2-s2.0-85160518726
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.12939/3528
dc.indekslendigikaynakScopus
dc.institutionauthorKhudhair, Sabah Salam
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofProceedings - 2022 International Conference on Artificial Intelligence of Things, ICAIoT 2022
dc.relation.isversionof10.1109/ICAIoT57170.2022.10121877en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectESPRITen_US
dc.subjectMUSICen_US
dc.subjectUniform Linear Array (ULA)en_US
dc.titleEstimation of direction of arrival for antenna array based on ESPRIT and multiple signal classification algorithms
dc.typeConference Object

Dosyalar

Lisans paketi
Listeleniyor 1 - 1 / 1
[ X ]
İsim:
license.txt
Boyut:
1.44 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
İndir

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu