Distributed deep learning for modulation classification in 6g cell-free wireless networks

D Verbruggen, H Sallouha… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In the evolution of 6th Generation (6G) technology, the emergence of cell-free networking
presents a paradigm shift, revolutionizing user experiences within densely deployed …

Automatic Calibration in Crowd-sourced Network of Spectrum Sensors

A Abedi, J Sanz, A Sahai - Proceedings of the 22nd ACM Workshop on …, 2023 - dl.acm.org
Spectrum monitoring is vital for optimizing wireless spectrum usage, minimizing interference,
and ensuring efficient communication systems. In large-scale monitoring systems, the issue …

Electrosense+: Crowdsourcing radio spectrum decoding using IoT receivers

R Calvo-Palomino, H Cordobés, M Engel, M Fuchs… - Computer Networks, 2020 - Elsevier
Web spectrum monitoring systems based on crowdsourcing have recently gained popularity.
These systems are however limited to applications of interest for governamental …

The Importance of Spectrum Measurements

M Ghosh - IEEE Wireless Communications, 2023 - ieeexplore.ieee.org
Understanding actual usage of spectrum, versus spectrum allocations, has always been a
challenge, even for regulatory agencies, such as the Federal Communications Commission …

Automatic detection of wireless transmissions

T Gale, T Šolc, RA Moşoi, M Mohorčič… - IEEE Access, 2020 - ieeexplore.ieee.org
The current understanding of activity in the wireless spectrum is limited to mostly punctual
studies of aggregated energy values. However, there is a need and increasing technological …

High-speed cross-correlation for spectrum sensing and direction finding of time-varying signals

JC Merritt, JD Chisum - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
Cross-correlation is a promising method for highly sensitive spectrum sensing. By computing
the cross-power spectrum from a pair of sensors and performing time averaging, significant …

ESco: Eligibility score-based strategy for sensors selection in CR-IoT: Application to LoRaWAN

M Mroue, A Nasser, B Parrein, A Mansour, C Zaki… - Internet of Things, 2021 - Elsevier
In this paper, a battery-powered Internet of Things assisting Cognitive Radio (CR-IoT)
network is considered. In CR-IoT network, a set of IoT End Nodes (ENs) are assumed to …

Crescendo: Towards Wideband, Real-Time, High-Fidelity Spectrum Sensing Systems

R Subbaraman, K Mills, A Schulman… - Proceedings of the 29th …, 2023 - dl.acm.org
Spectrum sensing systems provide real-time feedback essential for spectrum sharing.
However, the growth of spectrum sharing is limited by the capabilities of these spectrum …

Collaborative wideband signal decoding using non-coherent receivers

R Calvo-Palomino, H Cordobés, F Ricciato… - Proceedings of the 18th …, 2019 - dl.acm.org
In recent years we are experiencing an important growth of interest for sensing the
electromagnetic spectrum and making its access more agile. Emerging initiatives use low …

SkySense: Terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons

B Reynders, F Minucci, E Perenda, H Sallouha… - Proceedings of the 18th …, 2020 - dl.acm.org
Given the availability of lightweight radio and processing technology, it becomes feasible to
imagine spectrum sensing systems using weather balloons. Such balloons navigate the …