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https://hdl.handle.net/20.500.11851/7269
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Özcan, Mustafa Buğra | - |
dc.contributor.author | Gürbüz, Sevgi Zübeyde | - |
dc.contributor.author | Persico, Adriano Rosario | - |
dc.contributor.author | Clemente, Carmine | - |
dc.contributor.author | Soraghan, John | - |
dc.date.accessioned | 2021-09-11T15:56:11Z | - |
dc.date.available | 2021-09-11T15:56:11Z | - |
dc.date.issued | 2016 | en_US |
dc.identifier.citation | 13th European Radar Conference (EuRAD) -- OCT 05-07, 2016 -- London, ENGLAND | en_US |
dc.identifier.isbn | 978-2-8748-7045-3 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.11851/7269 | - |
dc.description.abstract | Over the past few years, the use of Multiple Input Multiple Output (MIMO) radar has gained increased attention as a way to mitigate the degredation of micro-Doppler classification performance incurred when the aspect angle approaches 90 degrees. In this work, the efficacy of co-located MIMO radar is compared with that of distributed MIMO. The performance anaylsis is accomplished for three different classification problems: 1) discrimination of a walking group of people from a running group of people; 2) identification of individual human activities, and 3) classification of different types of walking. In the co-located configuration each radar is placed side by side so as to form a line. In the distributed configuration, the radar positions are separated to observe the subjects from different angles. Starting from the cadence velocity diagram (CVD), the Pseudo-Zernike moments based features are extracted because of their robustness with respect to unwanted scalar and angular dependencies. Two different approaches to integrate the features obtained from multi-aspect data are compared: concatenation and principal component analysis (PCA). Results show that a distributed MIMO configuration and use of PCA to fuse multi-perspective features yields higher classification performance as compared to a co-located configuration or feature vector concatenation. | en_US |
dc.description.sponsorship | IEEE APS, IEEE AESS, European Microwave Assoc, IEEE MTT S, Horizon House | en_US |
dc.description.sponsorship | Engineering and Physical Sciences Research Council (EPSRC)UK Research & Innovation (UKRI)Engineering & Physical Sciences Research Council (EPSRC) [EP/K014307/1]; MOD University Defence Research Collaboration in Signal Processing, TUBITAK [113E105]; EU FP7European Commission [PIRG-GA-2010-268276] | en_US |
dc.description.sponsorship | This work was supported by the Engineering and Physical Sciences Research Council (EPSRC) Grant number EP/K014307/1, the MOD University Defence Research Collaboration in Signal Processing, TUBITAK Project No. 113E105, and EU FP7 Proj. No. PIRG-GA-2010-268276. | en_US |
dc.language.iso | en | en_US |
dc.publisher | IEEE | en_US |
dc.relation.ispartof | 2016 13Th European Radar Conference (Eurad) | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | [No Keywords] | en_US |
dc.title | Performance Analysis of Co-Located and Distributed MIMO Radar for Micro-Doppler Classification | en_US |
dc.type | Conference Object | en_US |
dc.relation.ispartofseries | European Radar Conference EuRAD | en_US |
dc.department | Faculties, Faculty of Engineering, Department of Electrical and Electronics Engineering | en_US |
dc.department | Fakülteler, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü | tr_TR |
dc.identifier.startpage | 85 | en_US |
dc.identifier.endpage | 88 | en_US |
dc.authorid | 0000-0002-1761-598X | - |
dc.identifier.wos | WOS:000400068400021 | en_US |
dc.identifier.scopus | 2-s2.0-85013080837 | en_US |
dc.institutionauthor | Gürbüz, Sevgi Zübeyde | - |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
dc.relation.conference | 13th European Radar Conference (EuRAD) | en_US |
item.cerifentitytype | Publications | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
item.languageiso639-1 | en | - |
item.openairetype | Conference Object | - |
Appears in Collections: | Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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