A tutorial on environment-aware communications via channel knowledge map for 6G
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …
Application of compressive sensing in cognitive radio communications: A survey
Compressive sensing (CS) has received much attention in several fields such as digital
image processing, wireless channel estimation, radar imaging, and cognitive radio (CR) …
image processing, wireless channel estimation, radar imaging, and cognitive radio (CR) …
Radio map estimation: A data-driven approach to spectrum cartography
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 …
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 …
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 …
tasks, including resource allocation, interference coordination, and mission planning …
Deep spectrum cartography: Completing radio map tensors using learned neural models
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 …
and time) radio frequency (RF) maps from limited measurements, which can be viewed as …
Spectrum cartography via coupled block-term tensor decomposition
Spectrum cartography aims at estimating power propagation patterns over a geographical
region across multiple frequency bands (ie, a radio map)-from limited samples taken …
region across multiple frequency bands (ie, a radio map)-from limited samples taken …
Learning power spectrum maps from quantized power measurements
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 …
frequency are constructed using power measurements collected by a network of low-cost …
[HTML][HTML] Spectrum cartography techniques, challenges, opportunities, and applications: A survey
The spectrum cartography finds applications in several areas such as cognitive radios,
spectrum aware communications, machine-type communications, Internet of Things …
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 …
bands of spectrum that belong to primary (licensed) networks. Prior knowledge about the …