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20242026
most citedMachine Learning on the Edge for Sustainable IoT Networks: A Systematic Literature Review

2 citations · 2 across the 25 of their papers we have counts for

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Showing 2024 · eess.SPShow all

8 papers · 2 filters

eess.SP2024

User-Movement-Robust Virtual Reality Through Dual-Beam Reception in mmWave Networks

Rizqi Hersyandika, Qing Wang, Yang Miao +1

Utilizing the mmWave band can potentially achieve the high data rate needed for realistic and seamless interaction within a virtual reality (VR) application. To this end, beamformi…

eess.SP2024

Balanced Space- and Time-based Duty-cycle Scheduling for Light-based IoT

Khojiakbar Botirov, Hazem Sallouha, Sofie Pollin +1

In this work, we propose a Multiple Access Control (MAC) protocol for Light-based IoT (LIoT) networks, where the gateway node orchestrates and schedules batteryless nodes duty-cycl…

eess.SP2024

Computational Efficient Width-Wise Early Exiting in Wireless Communication Systems

Dieter Verbruggen, Hazem Sallouha, Sofie Pollin

Deep learning (DL) techniques are increasingly pervasive across various domains, including wireless communication, where they extract insights from raw radio signals. However, the…

eess.SP2024

Distributed Deep Learning for Modulation Classification in 6G Cell-Free Wireless Networks

Dieter Verbruggen, Hazem Sallouha, Sofie Pollin

In the evolution of 6th Generation (6G) technology, the emergence of cell-free networking presents a paradigm shift, revolutionizing user experiences within densely deployed networ…

eess.SP2024

Cell-free Massive MIMO with Sequential Fronthaul Architecture and Limited Memory Access Points

Vida Ranjbar, Robbert Beerten, Marc Moonen +1

Cell-free massive multiple-input multiple-output (CFmMIMO) is a paradigm that can improve users' spectral efficiency (SE) far beyond traditional cellular networks. Increased spatia…

eess.SP2024

Distributed PMCW Radar Network in Presence of Phase Noise

Jialun Kou, Marc Bauduin, André Bourdoux +1

In Frequency Modulated Continuous Waveform (FMCW) radar systems, the phase noise from the Phase-Locked Loop (PLL) can increase the noise floor in the Range-Doppler map. The adverse…