Mohamed A. Aref

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Information Processing

Cognitive Radio

Top Venues

Int. J. Softw. Sci. Comput. Intell.

Publications

Mohamed A. Aref, Sudharman K. Jayaweera
Spectrum-Agile Cognitive Radios Using Multi-Task Transfer Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 20 (10) (2021)
Mohamed A. Aref, Sudharman K. Jayaweera, Esteban Yepez
Survey on cognitive anti-jamming communications. IET Commun. 14 (18) (2020)
Mohamed A. Aref, Sudharman K. Jayaweera
Deep Learning-aided Successive Interference Cancellation for MIMO-NOMA. GLOBECOM (2020)
Mohamed A. Aref, Sudharman K. Jayaweera
Spectrum-Agile Cognitive Interference Avoidance Through Deep Reinforcement Learning. CrownCom (2019)
Mohamed A. Aref, Sudharman K. Jayaweera
Multi-task Deep Reinforcement Learning for Cognitive Spectrum-agile Communications. ICIIS (2019)
Mohamed A. Aref, Sudharman K. Jayaweera
Jamming-Resilient Wideband Cognitive Radios with Multi-Agent Reinforcement Learning. Int. J. Softw. Sci. Comput. Intell. 10 (3) (2018)
Mohamed A. Aref, Sudharman K. Jayaweera
Classification of Radar and Communications Signals Using Wideband Autonomous Cognitive Radios. GLOBECOM (2018)
Sudharman K. Jayaweera, Mohamed A. Aref
Cognitive Engine Design for Spectrum Situational Awareness and Signals Intelligence. WPMC (2018)
Mohamed A. Aref, Sudharman K. Jayaweera
A cognitive anti-jamming and interference-avoidance stochastic game. IEEE ICCI*CC (2017)
Mohamed A. Aref, Sudharman K. Jayaweera, Stephen Machuzak
Multi-Agent Reinforcement Learning Based Cognitive Anti-Jamming. WCNC (2017)
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)