Yazar "Akbunar, Özkan" için listeleme
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Multi-dimensional wireless signal identification based on support vector machines
Tekbıyık, Kürşat; Akbunar, Özkan; Ekti, Ali Rıza; Görçin, Ali; Kurt, Güneş Karabulut (Ieee-Inst Electrical Electronics Engineers Inc, 2019)Radio air interface identification provides necessary information for dynamically and efficiently exploiting the wireless radio frequency spectrum. In this study, a general machine learning framework is proposed for Global ... -
On the investigation of wireless signal identification using spectral correlation function and SVMs
Tekbıyık, Kürşat; Akbunar, Özkan; Ekti, Ali Rıza; Kurt, Güneş Karabulut; Görçin, Ali (IEEE, 2019)Signal identification is an important notion that leads to significant performance improvements for adaptive wireless spectrum access techniques. Besides identifying the modulation types and other features, standard-based ... -
Spectrum sensing and signal identification with deep learning based on spectral correlation function
Tekbıyık, Kürşat; Akbunar, Özkan; Ekti, Ali Rıza; Görçin, Ali; Kurt, Güneş Karabulut; Qaraqe, Khalid A. (IEEE-Inst Electrical Electronics Engineers Inc, 2021)Spectrum sensing is one of the means of utilizing the scarce source of wireless spectrum efficiently. In this paper, a convolutional neural network (CNN) model employing spectral correlation function (SCF) which is an ...
