[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 …

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 …

Non-parametric spectrum cartography using adaptive radial basis functions

M Hamid, B Beferull-Lozano - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper presents a framework for spectrum cartography based on the use of adaptive
Gaussian radial basis functions (RBF) centered around a specific number of centroid …

Compression limits for random vectors with linearly parameterized second-order statistics

D Romero, R López-Valcarce… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The class of complex random vectors whose covariance matrix is linearly parameterized by
a basis of Hermitian Toeplitz (HT) matrices is considered, and the maximum compression …

Sparsity-enabled radio tomographic imaging using quantized received signal strength observations

A Mishra, UK Sahoo, S Maiti - Digital Signal Processing, 2022 - Elsevier
Detection and tracking of objects in wireless sensor networks (WSN) is one of the active
research areas in the signal processing community, where device-free localization (DFL) …

Aerial spectrum surveying: Radio map estimation with autonomous UAVs

D Romero, R Shrestha, Y Teganya… - 2020 IEEE 30th …, 2020 - ieeexplore.ieee.org
Radio maps are emerging as a popular means to endow next-generation wireless
communications with situational awareness. In particular, radio maps are expected to play a …

Stochastic semiparametric regression for spectrum cartography

D Romero, SJ Kim, GB Giannakis - 2015 IEEE 6th International …, 2015 - ieeexplore.ieee.org
An online spectrum cartography algorithm is proposed to reconstruct power spectral density
(PSD) maps in space and frequency based on compressed and quantized sensor …

The iterative completion method of the spectrum map based on the difference of measurement values

J Lu, S Zha, J Huang, P Liu, G Chen… - 2018 IEEE 3rd …, 2018 - ieeexplore.ieee.org
Spectrum maps represent the spatial distribution of signal strength in a particular area and
are necessary in spectrum management applications such as frequency reuse and …

Joint Optimization of Sensor Deployment and Spectrum Data Completion for Radio Map Construction

T Zhang, Z Du, X Wang, J Chen… - IEEE Signal Processing …, 2024 - ieeexplore.ieee.org
Sensor deployment and spectrum data completion are two critical stages in radio map
construction, which are intricately linked and jointly influence both efficiency and …