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Mohamed A. Aref
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2020 – today
- 2021
- [j3]Mohamed A. Aref, Sudharman K. Jayaweera:
Spectrum-Agile Cognitive Radios Using Multi-Task Transfer Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 20(10): 6729-6742 (2021) - 2020
- [j2]Mohamed A. Aref, Sudharman K. Jayaweera, Esteban Yepez:
Survey on cognitive anti-jamming communications. IET Commun. 14(18): 3110-3127 (2020) - [c8]Mohamed A. Aref, Sudharman K. Jayaweera:
Deep Learning-aided Successive Interference Cancellation for MIMO-NOMA. GLOBECOM 2020: 1-5
2010 – 2019
- 2019
- [c7]Mohamed A. Aref, Sudharman K. Jayaweera:
Spectrum-Agile Cognitive Interference Avoidance Through Deep Reinforcement Learning. CrownCom 2019: 218-231 - [c6]Mohamed A. Aref, Sudharman K. Jayaweera:
Multi-task Deep Reinforcement Learning for Cognitive Spectrum-agile Communications. ICIIS 2019: 284-289 - 2018
- [j1]Mohamed A. Aref, Sudharman K. Jayaweera:
Jamming-Resilient Wideband Cognitive Radios with Multi-Agent Reinforcement Learning. Int. J. Softw. Sci. Comput. Intell. 10(3): 1-23 (2018) - [c5]Mohamed A. Aref, Sudharman K. Jayaweera:
Classification of Radar and Communications Signals Using Wideband Autonomous Cognitive Radios. GLOBECOM 2018: 1-6 - [c4]Sudharman K. Jayaweera, Mohamed A. Aref:
Cognitive Engine Design for Spectrum Situational Awareness and Signals Intelligence. WPMC 2018: 478-483 - 2017
- [c3]Mohamed A. Aref, Sudharman K. Jayaweera:
A cognitive anti-jamming and interference-avoidance stochastic game. IEEE ICCI*CC 2017: 520-527 - [c2]Mohamed A. Aref, Sudharman K. Jayaweera, Stephen Machuzak:
Multi-Agent Reinforcement Learning Based Cognitive Anti-Jamming. WCNC 2017: 1-6 - 2016
- [c1]Mohamed A. Aref, Stephen Machuzak, Sudharman K. Jayaweera, Steven A. Lane:
Replicated Q-learning based sub-band selection for wideband spectrum sensing in cognitive radios. ICCC 2016: 1-6
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