Advanced Search

Show simple item record

dc.contributor.authorPanayırcı, Erdal
dc.contributor.authorŞenol, Habib
dc.contributor.authorPoor, H. Vincent
dc.description.abstractThis paper is concerned with the challenging and timely problem of joint channel estimation equalization and data detection for uplink orthogonal frequency division multiplexing (OFDM) systems in the presence of frequency selective and very rapidly time varying channels. The resulting algorithm is based on the space alternating generalized expectation maximization (SAGE) technique which is particularly well suited to multicarrier signal formats leading to a receiver structure that also incorporates interchannel interference (ICI) cancelation. In order to reduce the computational complexity of the algorithm band-limited discrete cosine orthogonal basis functions are employed to represent the rapidly time-varying fading channel by the discrete cosine serial expansion coefficients. It is shown that depending on the normalized Doppler frequency only a small number of expansion coefficients is sufficient to approximate the channel perfectly and there is no need to know the correlation function of the input signal. In this way the resulting reduced dimensional channel coefficients are estimated and the data symbols detected iteratively with tractable complexity. The proposed SAGE joint detection algorithm updates the data sequences serially and the channel parameters are updated in parallel leading to a receiver structure that also incorporates ICI cancelation. Computer simulations show that the cosine transformation represents the time-varying channel very effectively and the proposed algorithm has excellent symbol error rate and channel estimation performance even with a very small number of channel expansion coefficients employed in the algorithm resulting in substantial reduction of the computational complexity.en_US]
dc.publisherIEEE-INST Electrical Electronics Engineers Incen_US
dc.subjectIntercarrier interference suppressionen_US
dc.subjectJoint data detection and channel estimationen_US
dc.subjectOrthogonal frequency-division multiplexing (OFDM)en_US
dc.subjectRapidly varying wireless channelsen_US
dc.subjectSpace alternating generalized expectation maximization (SAGE) algorithmen_US
dc.titleJoint Channel Estimation Equalization and Data Detection for OFDM Systems in the Presence of Very High Mobilityen_US
dc.relation.journalIEEE Transactions On Signal Processingen_US
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.institutionauthorPanayırcı, Erdalen_US
dc.institutionauthorŞenol, Habiben_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US

Files in this item


This item appears in the following Collection(s)

Show simple item record