Publications
"Large Intelligent Surfaces for Energy Efficiency in Wireless Communication",
IEEE Transactions on Wireless Communications, Submitted.
"Model-Aided Wireless Artificial Intelligence: Embedding Expert Knowledge in Deep Neural Networks Towards Wireless Systems Optimization",
IEEE Communications magazine, Submitted.
"System-Level Modeling and Optimization of the Energy Efficiency in Cellular Networks - A Stochastic Geometry Framework",
26th European Signal Processing Conference (EUSIPCO 2018), Rome, Italy, Submitted.
"A Tractable Closed-Form Expression for the Coverage Probability of Poisson Cellular Networks",
IEEE Transactions Communications Letters, Submitted.
"Energy Efficient Multi-User MISO Communication using Low Resolution Large Intelligent Surfaces",
Globecom , Abu Dhabi, UAE, 2018, 2108.
"Achievable Rate Maximization By Passive Intelligent Mirrors",
IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Alberta, Canada, 04/2018.
"A Deep-Learning Framework for Power Allocation in Massive MIMO",
52nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 2018.
"Energy Efficient Relay Assignment and Power Control in Multi-User and Mult-Relay Networks",
IEEE Wireless Communications Letters, 2018.
"Energy-Delay Efficient Power Control in Wireless Networks",
IEEE Transactions on Communications, vol. 66, issue 1, pp. 418-431, 01/2018.
"Online Energy-Efficient Power Control in Wireless Networks by Deep Neural Networks",
19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Kalamata, Greece, 06/2018.
"System-Level Modeling and Optimization of the Energy Efficiency in Cellular Networks – A Stochastic Geometry Framework",
IEEE Transactions on Wireless Communications, vol. 17, issue 4, pp. 2539-2556, 04/2018.
"User Association and Load Balancing for Massive MIMO through Deep Learning",
52nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 2018.
"Globally Optimal Energy-Efficient Power Control and Receiver Design in Wireless Networks",
IEEE Transactions on Signal Processing, vol. 65, issue 11, pp. 2844-2859, 06/2017.
"Energy-Efficient Power Control: A Look at 5G Wireless Technologies",
IEEE Transactions on Signal Processing, vol. 64 , issue 5, pp. 1668-1683, 04/2016.
"A Framework for Globally Optimal Energy-Efficient Resource Allocation in Wireless Networks",
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, 03/2016.
"Non-cooperative power control for energy-efficient and delay-aware wireless networks",
20th International ITG Workshop on Smart Antennas (WSA 2016), Munich, Germany, 2016.
"Distributed Energy-Efficient UL Power Control in Massive MIMO with Hardware Impairments and Imperfect CSI",
Twelfth International Symposium on Wireless Communication Systems 2015, Brussels, Belgium, 2015.
"A Framework for Energy-Efficient Design of 5G Technologies",
ICC , London, UK, 2015.
"Proactive User Association in Small Cell Networks via Collaborative Filtering",
Asilomar Conference on Signals, Systems, and Computers, CA, USA, 11/2013.