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| Title: | Direction of arrival estimation based on support vector regression: experimental validation and comparison with MUSIC | |
| Author (s): | Randazzo, A. Abou-Khousa, M.A. Pastorino, M. Zoughi, Reza | |
| Department/Lab Affiliations: | Applied Microwave Nondestructive Testing Laboratory Electrical and Computer Engineering University Transportation Center | |
| Keywords: | directions of arrival (DOAs) support vector machines (SVMs)/regression uniform linear array (ULA) | |
| Issue Date: | 2007 | |
| Publisher: | Institute of Electrical and Electronics Engineers IEEE | |
| Citation: | Randazzo, A., Abou-Khousa, M.A., Pastorino, M., and Zoughi, R. “Direction of Arrival Estimation Based on Support Vector Regression: Experimental Validation and Comparison with MUSIC” IEEE Antennas and Wireless Propagation Letters, vol. 6, pp. 379-382, 2007. | |
| Abstract: | In this letter, the problem of estimating the directions of arrival (DOAs) of coherent electromagnetic waves impinging upon a uniform linear array (ULA) is considered. In particular, an efficient DOA estimation approach based on the support vector regression is assessed using experimental measurements. Moreover, the obtained results are compared with those yielded by the multiple signal classification (MUSIC) algorithm. | |
| Type: | Article - Journal text | |
| In Title: | IEEE Antennas and Wireless Propagation Letters | |
| Copyright Notice: | This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. allows publisher's final version to be uploaded FULL COPYRIGHT INFORMATION: | |
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| title | Direction of arrival estimation based on support vector regression: experimental validation and comparison with MUSIC | |
| contributor.author | Randazzo, A. | |
| contributor.author | Abou-Khousa, M.A. | |
| contributor.author | Pastorino, M. | |
| contributor.author | Zoughi, Reza | |
| contributor.deptlab | Applied Microwave Nondestructive Testing Laboratory | |
| contributor.deptlab | Electrical and Computer Engineering | |
| contributor.deptlab | University Transportation Center | |
| subject | directions of arrival (DOAs) | |
| subject | support vector machines (SVMs)/regression | |
| subject | uniform linear array (ULA) | |
| date.issued | 2007 | |
| publisher | Institute of Electrical and Electronics Engineers IEEE | |
| identifier.citation | Randazzo, A., Abou-Khousa, M.A., Pastorino, M., and Zoughi, R. “Direction of Arrival Estimation Based on Support Vector Regression: Experimental Validation and Comparison with MUSIC” IEEE Antennas and Wireless Propagation Letters, vol. 6, pp. 379-382, 2007. | |
| identifier.pub.URI | ||
| description.abstract | In this letter, the problem of estimating the directions of arrival (DOAs) of coherent electromagnetic waves impinging upon a uniform linear array (ULA) is considered. In particular, an efficient DOA estimation approach based on the support vector regression is assessed using experimental measurements. Moreover, the obtained results are compared with those yielded by the multiple signal classification (MUSIC) algorithm. | |
| type | Article - Journal | |
| type.DCMIType | text | |
| type.status | Final version | |
| rights | This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
| rights | allows publisher's final version to be uploaded | |
| rights.URI | ||
| rights.URI | ||
| rights.URI | ||
| relation.isPartOf | IEEE Antennas and Wireless Propagation Letters | |
| date.accessioned | 2008-07-28T20:25:12Z | |
| date.available | 2008-08-04T19:43:51Z | |
| identifier.persist.URI | ||
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