Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/82230
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dc.contributor.authorWan, Fangyuanen
dc.contributor.authorLiu, Qinglaien
dc.contributor.authorWang, Chenen
dc.contributor.authorGuo, Xinen
dc.contributor.authorLin, Zhipingen
dc.date.accessioned2017-06-22T03:09:08Zen
dc.date.accessioned2019-12-06T14:51:19Z-
dc.date.available2017-06-22T03:09:08Zen
dc.date.available2019-12-06T14:51:19Z-
dc.date.copyright2017-05-01en
dc.date.issued2017en
dc.identifier.citationWan, F., Liu, Q., Wang, C., Guo, X., & Lin, Z. (2017). An Improved MTI filter for Ground Clutter Reduction in UAV Classification. Proceedings of SPIE 10443, Second International Workshop on Pattern Recognition, 10443-.en
dc.identifier.urihttps://hdl.handle.net/10356/82230-
dc.description.abstractIn recent years, Unmanned Aerial Vehicles (UAVs) have increasingly been used in many civil applications. However, they also pose a significant threat in restricted zones. Radar can be used to detect and discriminate UAVs. Due to the low flying altitude of the UAVs, it is found that the radar signals also include some unwanted echoes, reflected by building, ground, trees and grasses etc. Consequently, it has not been possible to get the clean UAVs characteristics for further classification. In this paper, the MTI filter is applied to cancel the ground clutter and based this, an improved MTI filter is further proposed. Compared with the traditional MTI filter, the improved one significantly enhances ground clutter rejection capability while maintaining most of the target power. As the result, the cleaner UAVs classification characteristics can be obtained. The effectiveness of the proposed method has been verified by an experimental CW radar dataset, collected from a helicopter UAV.en
dc.format.extent5 p.en
dc.language.isoenen
dc.rights© 2017 Society of Photo-optical Instrumentation Engineers (SPIE). This is the author created version of a work that has been peer reviewed and accepted for publication by Proceedings of SPIE 10443, Second International Workshop on Pattern Recognition, Society of Photo-optical Instrumentation Engineers (SPIE). It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://doi.org/10.1117/12.2280353].en
dc.subjectGround Clutter Reductionen
dc.subjectHighpass FIR Filteren
dc.titleAn Improved MTI filter for Ground Clutter Reduction in UAV Classificationen
dc.typeConference Paperen
dc.contributor.schoolSchool of Electrical and Electronic Engineeringen
dc.contributor.conferenceProceedings of SPIE 10443, Second International Workshop on Pattern Recognitionen
dc.contributor.researchTemasek Laboratoriesen
dc.identifier.doi10.1117/12.2280353en
dc.description.versionAccepted versionen
dc.identifier.rims198483en
item.grantfulltextopen-
item.fulltextWith Fulltext-
Appears in Collections:EEE Conference Papers
TL Conference Papers
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