44 citations · 73 across the 6 of their papers we have counts for
6 papers
Modern GPR Target Recognition Methods
Fabio Giovanneschi, Kumar Vijay Mishra, Maria Antonia Gonzalez-Huici
Traditional GPR target recognition methods include pre-processing the data by removal of noisy signatures, dewowing (high-pass filtering to remove low-frequency noise), filtering,…
Sparse Reconstruction of Chirplets for Automotive FMCW Radar Interference Mitigation
Aitor Correas-Serrano, María A. González-Huici
Mutual interference in automotive radar scenarios is going to become a major concern as the density of vehicles with radar sensors in the roads increases. The present work tackles…
Dictionary Learning for Adaptive GPR Landmine Classification
Fabio Giovanneschi, Kumar Vijay Mishra, Maria Antonia Gonzalez-Huici +2
Ground penetrating radar (GPR) target detection and classification is a challenging task. Here, we consider online dictionary learning (DL) methods to obtain sparse representations…
Constrained optimal design of automotive radar arrays using the Weiss-Weinstein Bound
M. A. González-Huici, D. Mateos-Núñez, C. Greiff +1
We propose a design strategy for optimizing antenna positions in linear arrays for far-field Direction of Arrival (DoA) estimation of narrow-band sources in collocated MIMO radar.…
Adaptive channel selection for DOA estimation in MIMO radar
David Mateos-Núñez, María A. González-Huici, Renato Simoni +1
We present adaptive strategies for antenna selection for Direction of Arrival (DoA) estimation of a far-field source using TDM MIMO radar with linear arrays. Our treatment is formu…
Online Dictionary Learning Aided Target Recognition In Cognitive GPR
Fabio Giovanneschi, Kumar Vijay Mishra, Maria Antonia Gonzalez-Huici +2
Sparse decomposition of ground penetration radar (GPR) signals facilitates the use of compressed sensing techniques for faster data acquisition and enhanced feature extraction for…