Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna
This paper presents the performance analysis of five direction of arrival estimation algorithms namely Bartlett, Minimum Variance Distortionless Response (MVDR), Linear Prediction and MUSIC DOA Estimates. We present the description, comparison and the performance and resolution analyses of thes...
| Main Authors: | , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/9895/1/ICSPS2009-Singapore_%282%29_Rafiqul.pdf |
| _version_ | 1796875763694174208 |
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| author | Islam, Md. Rafiqul Adam, Ibrahim A. H. |
| author_facet | Islam, Md. Rafiqul Adam, Ibrahim A. H. |
| author_sort | Islam, Md. Rafiqul |
| collection | IIUM |
| description | This paper presents the performance analysis of five
direction of arrival estimation algorithms namely Bartlett,
Minimum Variance Distortionless Response (MVDR), Linear
Prediction and MUSIC DOA Estimates. We present the
description, comparison and the performance and resolution
analyses of these algorithms. Sensitivity to various
perturbations and the effect of parameters related to the
design of the sensor array itself such as the number of array
elements and their spacing are also investigated. The analysis
is based on linear array antenna and the calculation of the
pseudospectra function of the estimation algorithms. Matlab is
used for simulating the algorithms. |
| first_indexed | 2024-03-05T22:43:10Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:9895 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:43:10Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:98952012-04-20T00:19:45Z http://irep.iium.edu.my/9895/ Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna Islam, Md. Rafiqul Adam, Ibrahim A. H. QA75 Electronic computers. Computer science T Technology (General) T10.5 Communication of technical information This paper presents the performance analysis of five direction of arrival estimation algorithms namely Bartlett, Minimum Variance Distortionless Response (MVDR), Linear Prediction and MUSIC DOA Estimates. We present the description, comparison and the performance and resolution analyses of these algorithms. Sensitivity to various perturbations and the effect of parameters related to the design of the sensor array itself such as the number of array elements and their spacing are also investigated. The analysis is based on linear array antenna and the calculation of the pseudospectra function of the estimation algorithms. Matlab is used for simulating the algorithms. 2009 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/9895/1/ICSPS2009-Singapore_%282%29_Rafiqul.pdf Islam, Md. Rafiqul and Adam, Ibrahim A. H. (2009) Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna. In: 2009 International Conference on Signal Processing Systems (ICSPS 2009), 15 - 17 May 2009, Singapore. |
| spellingShingle | QA75 Electronic computers. Computer science T Technology (General) T10.5 Communication of technical information Islam, Md. Rafiqul Adam, Ibrahim A. H. Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna |
| title | Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna |
| title_full | Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna |
| title_fullStr | Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna |
| title_full_unstemmed | Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna |
| title_short | Performance study of direction of arrival (DOA) estimation algorithms for linear array antenna |
| title_sort | performance study of direction of arrival doa estimation algorithms for linear array antenna |
| topic | QA75 Electronic computers. Computer science T Technology (General) T10.5 Communication of technical information |
| url | http://irep.iium.edu.my/9895/1/ICSPS2009-Singapore_%282%29_Rafiqul.pdf |
| work_keys_str_mv | AT islammdrafiqul performancestudyofdirectionofarrivaldoaestimationalgorithmsforlineararrayantenna AT adamibrahimah performancestudyofdirectionofarrivaldoaestimationalgorithmsforlineararrayantenna |