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Mérouane Debbah

7 accepted papers

2025

UAV-Mounted SIM: A Hybrid Optical-Electronic Neural Network for DoA Estimation

ICASSP 2025accepted

Unmanned aerial vehicle (UAV) communication plays a pivotal role in achieving ubiquitous connectivity for the sixth-generation (6G) networks. Accurate and real-time direction of arrival (DOA) estimation is crucial for beamforming in UAV communication systems. However, the existing high-precision DOA…

Cited by 0SourceScholar
2019

Deep Learning Based Online Power Control for Large Energy Harvesting Networks

ICASSP 2019accepted

In this paper, we propose a deep learning based approach to design online power control policies for large EH networks, which are often intractable stochastic control problems. In the proposed approach, for a given EH network, the optimal on-line power control rule is learned by training a deep neur…

Cited by 0SourceScholar
2019

Indoor Time Reversal Wireless Communication: Experimental Results for Localization and Signal Coverage

ICASSP 2019accepted

Communication based on Time Reversal (TR) exploits rich multipath radio propagation for high resolution spatiotemporal focusing. It refers to the process of transmitting a received signal in a time reversed order, profiting from channel's spatial reciprocity. Recent theoretical studies have shown th…

Cited by 15SourceScholar
2018

Achievable Rate Maximization by Passive Intelligent Mirrors

ICASSP 2018accepted

This paper investigates the use of a Passive Intelligent Mirrors (PIM) to operate a multi-user MISO downlink communication. The transmit powers and the mirror reflection coefficients are designed for sum-rate maximization subject to individual QoS guarantees to the mobile users. The resulting proble…

Cited by 0SourceScholar
2017

Asymptotic analysis of multicell massive MIMO over Rician fading channels

ICASSP 2017accepted

This work considers the downlink of a multicell massive MIMO system in which L base stations (BSs) of N antennas each communicate with K single-antenna user equipments randomly positioned in the coverage area. Within this setting, we are interested in evaluating the sum rate of the system when MRT a…

Cited by 24SourceScholar
2016

An energy-aware auction for hybrid access in heterogeneous networks under QoS requirements

ICASSP 2016accepted

We consider a heterogeneous network (HetNet) in which multiple small cell base stations (SBSs) aim to offload a quantity of macro cell user equipments (MUEs) to reduce the energy consumption of the network while guaranteeing the QoS requirements of all UEs. We design an ascending-bid auction mechani…

Cited by 0SourceScholar
2016

Asymptotic analysis of downlink MISO systems over Rician fading channels

ICASSP 2016accepted

In this work, we focus on the ergodic sum rate in the downlink of a single-cell large-scale multi-user MIMO system in which the base station employs N antennas to communicate with K single-antenna user equipments. A regularized zero-forcing (RZF) scheme is used for precoding under the assumption tha…

Cited by 0SourceScholar