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Title: | Radar Detection of Small Target in Sea Clutter Using Orthogonal Projection |
Other Titles: | IEEE Geoscience and Remote Sensing Letters |
Authors: | Yong Yang|Shun-Ping Xiao|Xue-Song Wang |
subject: | small target|orthogonal projection (OP)|sea clutter|Clutter suppression|radar detection |
Year: | -1-Uns- -1 |
Abstract: | Sea clutter submerges the small target echo, which is disadvantageous for radar target detection. In this letter, we propose to suppress the sea clutter by orthogonal projection (OP). We construct the clutter subspace directly by the observed data vectors of neighboring range cells of the cell under test (CUT), and then suppress the sea clutter of the CUT by projecting the observed signal of the CUT to the clutter orthogonal subspace. We design a new detector which combines the cell averaging constant false alarm rate (CFAR) detector with the OP. The clutter suppression performance and computation complexity of OP are compared with those of singular value decomposition (SVD), respectively. Theoretical analysis and experimental results with real sea clutter demonstrate that the radar CFAR detection performance improves by using OP. And the CFAR detector based on OP is convenient to implement. The CFAR detection performance based on OP is the same as that based on SVD, whereas the computation complexity of OP is much less than that of SVD. |
URI: | http://localhost/handle/Hannan/717034 |
ISBN: | 1545-598X |
volume: | Volume |
issue: | Issue |
Appears in Collections: | New Ieee 2019 |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
08506468.pdf | 646.56 kB | Adobe PDF | ![]() Preview File |
Title: | Radar Detection of Small Target in Sea Clutter Using Orthogonal Projection |
Other Titles: | IEEE Geoscience and Remote Sensing Letters |
Authors: | Yong Yang|Shun-Ping Xiao|Xue-Song Wang |
subject: | small target|orthogonal projection (OP)|sea clutter|Clutter suppression|radar detection |
Year: | -1-Uns- -1 |
Abstract: | Sea clutter submerges the small target echo, which is disadvantageous for radar target detection. In this letter, we propose to suppress the sea clutter by orthogonal projection (OP). We construct the clutter subspace directly by the observed data vectors of neighboring range cells of the cell under test (CUT), and then suppress the sea clutter of the CUT by projecting the observed signal of the CUT to the clutter orthogonal subspace. We design a new detector which combines the cell averaging constant false alarm rate (CFAR) detector with the OP. The clutter suppression performance and computation complexity of OP are compared with those of singular value decomposition (SVD), respectively. Theoretical analysis and experimental results with real sea clutter demonstrate that the radar CFAR detection performance improves by using OP. And the CFAR detector based on OP is convenient to implement. The CFAR detection performance based on OP is the same as that based on SVD, whereas the computation complexity of OP is much less than that of SVD. |
URI: | http://localhost/handle/Hannan/717034 |
ISBN: | 1545-598X |
volume: | Volume |
issue: | Issue |
Appears in Collections: | New Ieee 2019 |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
08506468.pdf | 646.56 kB | Adobe PDF | ![]() Preview File |
Title: | Radar Detection of Small Target in Sea Clutter Using Orthogonal Projection |
Other Titles: | IEEE Geoscience and Remote Sensing Letters |
Authors: | Yong Yang|Shun-Ping Xiao|Xue-Song Wang |
subject: | small target|orthogonal projection (OP)|sea clutter|Clutter suppression|radar detection |
Year: | -1-Uns- -1 |
Abstract: | Sea clutter submerges the small target echo, which is disadvantageous for radar target detection. In this letter, we propose to suppress the sea clutter by orthogonal projection (OP). We construct the clutter subspace directly by the observed data vectors of neighboring range cells of the cell under test (CUT), and then suppress the sea clutter of the CUT by projecting the observed signal of the CUT to the clutter orthogonal subspace. We design a new detector which combines the cell averaging constant false alarm rate (CFAR) detector with the OP. The clutter suppression performance and computation complexity of OP are compared with those of singular value decomposition (SVD), respectively. Theoretical analysis and experimental results with real sea clutter demonstrate that the radar CFAR detection performance improves by using OP. And the CFAR detector based on OP is convenient to implement. The CFAR detection performance based on OP is the same as that based on SVD, whereas the computation complexity of OP is much less than that of SVD. |
URI: | http://localhost/handle/Hannan/717034 |
ISBN: | 1545-598X |
volume: | Volume |
issue: | Issue |
Appears in Collections: | New Ieee 2019 |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
08506468.pdf | 646.56 kB | Adobe PDF | ![]() Preview File |