Browsing Araştırma Çıktıları / Scopus by Author "Abdur Rehman Bin, Tahir"
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Artificial neural network based estimation of sparse multipath channels in OFDM systems
Authors:Şenol, Habib; Abdur Rehman Bin, Tahir; Özmen, Atilla
Publisher and Date:(SPRINGER, VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS, 2021-01)In order to increase the transceiver performance in frequency selective fading channel environment, orthogonal frequency division multiplexing (OFDM) system is used to combat inter-symbol-interference. In this work, a channel estimation scheme for an OFDM system in the presence of sparse multipath channel is studied using the artificial neural networks (ANN). By means of ANN's learning capability, it is shown that how to model and obtain a channel estimate and how it allows the proposed technique ...