Radio spectrum awareness using deep learning: Identification of fading channels, signal distortions, medium access control protocols, and cellular systems
Zhou, Yu, Alhazmi, Hatim, Alhazmi, Mohsen H., Almarhabi, Alhussain, Alymani, Mofadal, He, Mingju, Peng, Shengliang, Samarkandi, Abdullah, Sheng, Zikang, Wang, Huaxia, Yao, Yu-Dong
Published in Intelligent and converged networks (01.03.2021)
Published in Intelligent and converged networks (01.03.2021)
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Journal Article
5G Signal Identification Using Deep Learning
Alhazmi, Mohsen H., Alymani, Mofadal, Alhazmi, Hatim, Almarhabi, Alhussain, Samarkandi, Abdullah, Yao, Yu-Dong
Published in 2020 29th Wireless and Optical Communications Conference (WOCC) (01.05.2020)
Published in 2020 29th Wireless and Optical Communications Conference (WOCC) (01.05.2020)
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Conference Proceeding
QAM Signal Classification and Timing Jitter Identification Based on Eye Diagrams and Deep Learning
Almarhabi, Alhussain, Alhazmi, Hatim, Samarkandi, Abdullah, Alymani, Mofadal, Alhazmi, Mohsen H., Yao, Yu-Dong
Published in 2021 30th Wireless and Optical Communications Conference (WOCC) (07.10.2021)
Published in 2021 30th Wireless and Optical Communications Conference (WOCC) (07.10.2021)
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Conference Proceeding
Rician K-Factor Estimation Using Deep Learning
Alymani, Mofadal, Alhazmi, Mohsen H., Almarhabi, Alhussain, Alhazmi, Hatim, Samarkandi, Abdullah, Yao, Yu-Dong
Published in 2020 29th Wireless and Optical Communications Conference (WOCC) (01.05.2020)
Published in 2020 29th Wireless and Optical Communications Conference (WOCC) (01.05.2020)
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Conference Proceeding
Modulation Classification in a Multipath Fading Channel Using Deep Learning: 16QAM, 32QAM and 64QAM
Samarkandi, Abdullah, Almarhabi, Alhussain, Alhazmi, Hatim, Alymani, Mofadal, Alhazmi, Mohsen H., Yao, Yu-Dong
Published in 2021 30th Wireless and Optical Communications Conference (WOCC) (07.10.2021)
Published in 2021 30th Wireless and Optical Communications Conference (WOCC) (07.10.2021)
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Conference Proceeding
Classification of QPSK Signals with Different Phase Noise Levels Using Deep Learning
Alhazmi, Hatim, Almarhabi, Alhussain, Samarkandi, Abdullah, Alymani, Mofadal, Alhazmi, Mohsen H., Sheng, Zikang, Yao, Yu-Dong
Published in 2020 29th Wireless and Optical Communications Conference (WOCC) (01.05.2020)
Published in 2020 29th Wireless and Optical Communications Conference (WOCC) (01.05.2020)
Get full text
Conference Proceeding