Joint radar and communication based blind signal separation using a new non-linear function for Fast-ICA

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dc.authorid0000-0001-9474-7372
dc.contributor.authorNaeem, Ahmed
dc.contributor.authorArslan, Hüseyin
dc.date.accessioned2022-01-31T08:24:47Z
dc.date.available2022-01-31T08:24:47Z
dc.date.issued2021
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü
dc.description.abstractJoint radar and communication (JRC) is a fast emerging research field to cope up with the ever-growing applications dependent on both sensing and communication. However, frequent issues are faced for JRC systems including interference mitigation, transmission design and signal analysis. This paper focuses on blind signal separation (BSS) of spectral coexistence JRC signals for blindly extracting sensing information from the communication signal for spectrum awareness, also this BSS is used for interference mitigation by using a modified fast independent component analysis (Fast-ICA) algorithm. Furthermore, a new non-linear function is introduced for Fast-ICA which tends to have better performance of separation with low time computational complexity. The numerical analysis shows the effectiveness and practicality of the system by using modified Fast-ICA algorithm in separating JRC signals successfully compared to other separation methods.
dc.identifier.citationNaeem, A. ve Arslan, H. (2021). Joint radar and communication based blind signal separation using a new non-linear function for Fast-ICA. 94th IEEE Vehicular Technology Conference (VTC-Fall). Virtual, 27-30 September 2021. https://dx.doi.org/10.1109/VTC2021-Fall52928.2021.9625477
dc.identifier.doi10.1109/VTC2021-Fall52928.2021.9625477
dc.identifier.isbn9781665413688
dc.identifier.issn1550-2252
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://dx.doi.org/10.1109/VTC2021-Fall52928.2021.9625477
dc.identifier.urihttps://hdl.handle.net/20.500.12511/8942
dc.identifier.volume2021
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.eceu-repo/grantAgreement/TUBITAK/SOBAG/119E433
dc.relation.eceu-repo/grantAgreement/TUBITAK/SOBAG/119E433
dc.relation.ispartof94th IEEE Vehicular Technology Conference (VTC-Fall)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectBlind Signal Separation
dc.subjectCoexistence
dc.subjectFast-ICA
dc.subjectInterference Mitigation
dc.subjectJRC
dc.subjectNegentropy Approximation
dc.titleJoint radar and communication based blind signal separation using a new non-linear function for Fast-ICA
dc.typeConference Object

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