A tutorial on environment-aware communications via channel knowledge map for 6G

Y Zeng, J Chen, J Xu, D Wu, X Xu, S Jin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …

Application of compressive sensing in cognitive radio communications: A survey

SK Sharma, E Lagunas, S Chatzinotas… - … surveys & tutorials, 2016 - ieeexplore.ieee.org
Compressive sensing (CS) has received much attention in several fields such as digital
image processing, wireless channel estimation, radar imaging, and cognitive radio (CR) …

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 …

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 …

Deep spectrum cartography: Completing radio map tensors using learned neural models

S Shrestha, X Fu, M Hong - IEEE Transactions on Signal …, 2022 - ieeexplore.ieee.org
The spectrum cartography (SC) technique constructs multi-domain (eg, frequency, space,
and time) radio frequency (RF) maps from limited measurements, which can be viewed as …

Spectrum cartography via coupled block-term tensor decomposition

G Zhang, X Fu, J Wang, XL Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Spectrum cartography aims at estimating power propagation patterns over a geographical
region across multiple frequency bands (ie, a radio map)-from limited samples taken …

Learning power spectrum maps from quantized power measurements

D Romero, SJ Kim, GB Giannakis… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Power spectral density (PSD) maps providing the distribution of RF power across space and
frequency are constructed using power measurements collected by a network of low-cost …

[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 map and its application in resource management in cognitive radio networks

S Debroy, S Bhattacharjee… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Measurements on radio spectrum usage have revealed an abundance of under-utilized
bands of spectrum that belong to primary (licensed) networks. Prior knowledge about the …