Publications
"Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach",
IEEE Transactions on Cognitive Communications and Networking, Submitted.
"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.
"Model-Aided Wireless Artificial Intelligence: Embedding Expert Knowledge in Deep Neural Networks Towards Wireless Systems Optimization",
EEE Vehicular Technology 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.
"Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both?",
IEEE Transactions on Communications, Submitted.
"Deep Learning for Real-Time Energy-Efficient Power Control in Mobile Networks",
SPAWC, Cannes, France, 2019.
"Deep Learning for UL/DL Channel Calibration in Generic Massive MIMO Systems",
Internation Conference on Communications (ICC), Shanghai, China, 2019.
"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 Multi-User MISO Communication using Low Resolution Large Intelligent Surfaces",
Globecom , Abu Dhabi, UAE, 2018, 2018.
"Energy Efficient Relay Assignment and Power Control in Multi-User and Multi-Relay Networks",
IEEE Wireless Communications Letters, vol. 7, issue 6, pp. 1070-1073, 12/2018.
"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.