Radio map estimation: A data-driven approach to spectrum cartography

D Romero, SJ Kim - IEEE Signal Processing Magazine, 2022 - ieeexplore.ieee.org
Radio maps characterize quantities of interest in radio communication environments, such
as the received signal strength and channel attenuation, at every point of a geographical …

Deep completion autoencoders for radio map estimation

Y Teganya, D Romero - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Radio maps provide metrics such as power spectral density for every location in a
geographic area and find numerous applications such as UAV communications, interference …

[HTML][HTML] Spectrum cartography techniques, challenges, opportunities, and applications: A survey

YS Reddy, A Kumar, OJ Pandey… - Pervasive and Mobile …, 2022 - Elsevier
The spectrum cartography finds applications in several areas such as cognitive radios,
spectrum aware communications, machine-type communications, Internet of Things …

Spectrum surveying: Active radio map estimation with autonomous UAVs

R Shrestha, D Romero… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Radio maps find numerous applications in wireless communications and mobile robotics
tasks, including resource allocation, interference coordination, and mission planning …

Propagation map reconstruction via interpolation assisted matrix completion

H Sun, J Chen - IEEE transactions on signal processing, 2022 - ieeexplore.ieee.org
Constructing a propagation map from a set of scattered measurements finds important
applications in many areas, such as localization, spectrum monitoring and management …

Theoretical analysis of the radio map estimation problem

D Romero, TN Ha, R Shrestha… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Radio maps provide radio frequency metrics, such as the received signal strength, at every
location of a geographic area. These maps, which are estimated using a set of …

Data-driven spectrum cartography via deep completion autoencoders

Y Teganya, D Romero - ICC 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
Spectrum maps, which provide RF spectrum metrics such as power spectral density for
every location in a geographic area, find numerous applications in wireless communications …

Radio environment map construction based on Gaussian process with positional uncertainty

P Zhen, B Zhang, YQ Xu, Z Chen… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Radio Environment Map (REM) is an effective tool for cognitive radio spectrum
management. In the process of REM construction, the accurate location of equipment with …

电磁频谱地图构建方法研究综述及展望

夏海洋, 查淞, 黄纪军, 刘继斌, **冰 - 电波科学学报, 2020 - cjors.cn
电磁频谱地图结合地理信息实现电磁环境综合信息的可视化定量描述, 是电磁污染防治,
电磁频谱管理和电磁频谱作战筹划等应用的基础. 本文在简要介绍电磁频谱地图系统构成 …

Aerial base station placement via propagation radio maps

D Romero, PQ Viet, R Shrestha - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The deployment of aerial base stations (ABSs) on unmanned aerial vehicles (UAVs)
presents a promising solution for extending cellular connectivity to areas where terrestrial …