Dual-Determination of Modulation Types and Signal-to-Noise Ratios Using 2D-ASIQH Features for Next Generation of Wireless Communication Systems
Yazarlar (6)
Dr. Öğr. Üyesi Tarık ALMOHAMAD Karabük Üniversitesi, Türkiye
Mohd Fadzli Mohd Salleh
Universiti Sains Malaysia, Malezya
Universiti Sains Malaysia, Malezya
Mohd Nazri Mahmud
Universiti Sains Malaysia, Malezya
Universiti Sains Malaysia, Malezya
Prof. Dr. İsmail Rakıp KARAŞ Karabük Üniversitesi, Türkiye
Nor Shahida Mohd Shah
Universiti Tun Hussein Onn Malaysia, Malezya
Universiti Tun Hussein Onn Malaysia, Malezya
Samir Ahmed Al-Gailani Universiti Sains Malaysia, Malezya
| Makale Türü |
Özgün Makale
(SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale)
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| Dergi Adı | IEEE Access (Q2) | ||
| Dergi ISSN | 2169-3536 Dergi Bilgileri (2021) | ||
| Dergi Tarandığı Indeksler | SCI-Expanded | ||
| Makale Dili | İngilizce | Basım Tarihi | 02-2021 |
| Cilt / Sayı / Sayfa | 9 / 1 / 25843–25857 | DOI | 10.1109/ACCESS.2021.3057242 |
| Makale Linki | http://dx.doi.org/10.1109/access.2021.3057242 | ||
| UAK Araştırma Alanları |
Uzaktan Algılama
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| Özet |
| In order to pursue rapid development of the new generation of wireless communication systems and elevate their security and efficiency, this paper proposes a novel scheme for automatic dual determination of modulation types and signal to noise ratios (SNR) for next generations of wireless communication systems, fifth-generation (5G) and beyond. The proposed scheme adopts unique signatures depicted in two-dimensional asynchronously sampled in-phase-quadrature amplitudes' histograms (2D-ASIQHs)-based images and applies the support vector machines (SVMs) tool. Along with the estimation of the instantaneous SNR values over 0-35 dB range, the determination of nine modulation types that belong to different modulation categories i.e., phase-shift keying (Binary-PSK, Quadrature-PSK, and 8-PSK), amplitude-shift keying (2-ASK and 4-ASK) and quadrature-amplitude modulation (4-QAM, 16-QAM, 32 … |
| Anahtar Kelimeler |
| 5G communication system | Feature-based approach | Modulation recognition | SNR estimation | Support vector machine |
BM Sürdürülebilir Kalkınma Amaçları
| Atıf Sayıları | |
| Web of Science | 14 |
| Scopus | 20 |
| Google Scholar | 26 |