Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection
In this paper, we first simulate ML, MUSIC, Root-MUSIC algorithms and space smoothing in noisy and fiddling environments, and then these algorithms are compared in terms of estimating the accuracy of the angles received from the two sources. By presenting the simulation results of four algorithms in...
| Main Authors: | , , |
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| Format: | Article |
| Language: | fas |
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Shahid Rajaee Teacher Training University (SRTTU)
2007-06-01
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| Series: | Fanāvarī-i āmūzish |
| Subjects: | |
| Online Access: | https://jte.sru.ac.ir/article_1269_c78bc263277cbd97b792b2e1e6296ca2.pdf |
| _version_ | 1819106831906111488 |
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| author | S. Shirvani Moghadam M. Jalali H. Aminollahi |
| author_facet | S. Shirvani Moghadam M. Jalali H. Aminollahi |
| author_sort | S. Shirvani Moghadam |
| collection | DOAJ |
| description | In this paper, we first simulate ML, MUSIC, Root-MUSIC algorithms and space smoothing in noisy and fiddling environments, and then these algorithms are compared in terms of estimating the accuracy of the angles received from the two sources. By presenting the simulation results of four algorithms in the form of tables that are based on mean, deviation from mean, variance of estimated angles and the percentage of successful experiments, it is observed that Root-MUSIC and MUSIC algorithms in terms of estimation and Detecting close angles is more accurate. In these two methods, the angles close to each other, up to about one degree, can be detected and separated. In addition, simulation results show that spatial smoothing algorithm is the most effective way to identify coherent resources. |
| first_indexed | 2024-12-22T02:44:24Z |
| format | Article |
| id | doaj.art-31fb0319a41e4d748a240e7290f65faa |
| institution | Directory Open Access Journal |
| issn | 2008-0441 2345-5462 |
| language | fas |
| last_indexed | 2024-12-22T02:44:24Z |
| publishDate | 2007-06-01 |
| publisher | Shahid Rajaee Teacher Training University (SRTTU) |
| record_format | Article |
| series | Fanāvarī-i āmūzish |
| spelling | doaj.art-31fb0319a41e4d748a240e7290f65faa2022-12-21T18:41:33ZfasShahid Rajaee Teacher Training University (SRTTU)Fanāvarī-i āmūzish2008-04412345-54622007-06-011315916610.22061/tej.2007.12691269Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detectionS. Shirvani Moghadam0M. Jalali1H. Aminollahi2Faculty of Electrical Engineering - Shahid Rajaei Teacher Training University of Tehran,IranDepartment of Electrical Engineering, Faculty of Postgraduate Studies, Islamic Azad University, South Tehran Branch, IranAssistant Professor, Department of Electrical Engineering, Faculty of Islamic Azad University, South Tehran Branch, IranIn this paper, we first simulate ML, MUSIC, Root-MUSIC algorithms and space smoothing in noisy and fiddling environments, and then these algorithms are compared in terms of estimating the accuracy of the angles received from the two sources. By presenting the simulation results of four algorithms in the form of tables that are based on mean, deviation from mean, variance of estimated angles and the percentage of successful experiments, it is observed that Root-MUSIC and MUSIC algorithms in terms of estimation and Detecting close angles is more accurate. In these two methods, the angles close to each other, up to about one degree, can be detected and separated. In addition, simulation results show that spatial smoothing algorithm is the most effective way to identify coherent resources.https://jte.sru.ac.ir/article_1269_c78bc263277cbd97b792b2e1e6296ca2.pdfspatial smoothingdoamlmusicroot-music |
| spellingShingle | S. Shirvani Moghadam M. Jalali H. Aminollahi Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection Fanāvarī-i āmūzish spatial smoothing doa ml music root-music |
| title | Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection |
| title_full | Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection |
| title_fullStr | Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection |
| title_full_unstemmed | Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection |
| title_short | Investigate and measure the angular accuracy of ML, MUSIC, Root-MUSIC algorithms and spatial smoothing in signal detection |
| title_sort | investigate and measure the angular accuracy of ml music root music algorithms and spatial smoothing in signal detection |
| topic | spatial smoothing doa ml music root-music |
| url | https://jte.sru.ac.ir/article_1269_c78bc263277cbd97b792b2e1e6296ca2.pdf |
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