Search Results for author: Hazem Sallouha

Found 5 papers, 0 papers with code

Computational Efficient Width-Wise Early Exits in Modulation Classification

no code implementations6 May 2024 Dieter Verbruggen, Sofie Pollin, Hazem Sallouha

Through this work, we present a practical solution for reducing computational demands in deep learning applications, particularly within the domain of wireless communication.

Location-Based Load Balancing for Energy-Efficient Cell-Free Networks

no code implementations29 Apr 2024 Robbert Beerten, Vida Ranjbar, Andrea P. Guevara, Hazem Sallouha, Sofie Pollin

However, these CF mMIMO networks are designed for peak traffic loads, and when this is not the case, they are significantly over-dimensioned and not at all energy efficient.

ecoBLE: A Low-Computation Energy Consumption Prediction Framework for Bluetooth Low Energy

no code implementations2 Aug 2023 Luisa Schuhmacher, Sofie Pollin, Hazem Sallouha

Bluetooth Low Energy (BLE) is a de-facto technology for Internet of Things (IoT) applications, promising very low energy consumption.

Enabling Low-Overhead Over-the-Air Synchronization Using Online Learning

no code implementations2 Mar 2023 Dieter Verbruggen, Hazem Sallouha, Sofie Pollin

Accurate network synchronization is a key enabler for services such as coherent transmission, cooperative decoding, and localization in distributed and cell-free networks.

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