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Daniel Romero
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Kernel-based reconstruction of graph signals
D Romero, M Ma, GB Giannakis
IEEE Transactions on Signal Processing 65 (3), 764-778, 2017
1822017
Compressive covariance sensing: Structure-based compressive sensing beyond sparsity
D Romero, DD Ariananda, Z Tian, G Leus
IEEE Signal Processing Magazine 33 (1), 78-93, 2016
1392016
Kernel-based reconstruction of space-time functions on dynamic graphs
D Romero, VN Ioannidis, GB Giannakis
IEEE Journal of Selected Topics in Signal Processing 11 (6), 856-869, 2017
982017
Wideband spectrum sensing from compressed measurements using spectral prior information
D Romero, G Leus
IEEE Transactions on Signal Processing 61 (24), 6232-6246, 2013
722013
Learning power spectrum maps from quantized power measurements
D Romero, SJ Kim, GB Giannakis, R López-Valcarce
IEEE Transactions on Signal Processing 65 (10), 2547-2560, 2017
652017
Compressive covariance sampling
D Romero, G Leus
Information Theory and Applications Workshop (ITA), 2013, 1-8, 2013
572013
Deep completion autoencoders for radio map estimation
Y Teganya, D Romero
IEEE Transactions on Wireless Communications, 2021
552021
Compression limits for random vectors with linearly parameterized second-order statistics
D Romero, R López-Valcarce, G Leus
IEEE Transactions on Information Theory 61 (3), 1410-1425, 2015
532015
Blind radio tomography
D Romero, D Lee, GB Giannakis
IEEE Transactions on Signal Processing 66 (8), 2055-2069, 2018
412018
Radio map estimation: A data-driven approach to spectrum cartography
D Romero, SJ Kim
IEEE Signal Processing Magazine 39 (6), 53-72, 2022
352022
Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering
VN Ioannidis, D Romero, GB Giannakis
IEEE Transactions on Signal Processing, 2018
342018
Online topology identification from vector autoregressive time series
B Zaman, LML Ramos, D Romero, B Beferull-Lozano
IEEE Transactions on Signal Processing 69, 210-225, 2020
332020
Kernel-based inference of functions over graphs
VN Ioannidis, M Ma, AN Nikolakopoulos, GB Giannakis, D Romero
Adaptive Learning Methods for Nonlinear System Modeling, 173-198, 2018
312018
Data-driven spectrum cartography via deep completion autoencoders
Y Teganya, D Romero
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2020
272020
Spectrum surveying: Active radio map estimation with autonomous uavs
R Shrestha, D Romero, SP Chepuri
IEEE Transactions on Wireless Communications 22 (1), 627-641, 2022
252022
Randomized Block Frank-Wolfe for Convergent Large-Scale Learning
L Zhang, G Wang, D Romero, GB Giannakis
IEEE Transactions on Signal Processing, 2017
232017
Spectrum cartography using quantized observations
D Romero, SJ Kim, R López-Valcarce, GB Giannakis
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
172015
Cooperative compressive power spectrum estimation
DD Ariananda, D Romero, G Leus
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2014
172014
Online topology estimation for vector autoregressive processes in data networks
B Zaman, LM Lopez-Ramos, D Romero, B Beferull-Lozano
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
162017
Non-cooperative aerial base station placement via stochastic optimization
D Romero, G Leus
2019 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN …, 2019
142019
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