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13th European Conference on Antennas and Propagation, EuCAP 2019(1)
2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings(1)
Digital Signal Processing with Kernel Methods(1)
IEEE Antennas and Wireless Propagation Letters(1)
IEEE Transactions on Antennas and Propagation(1)
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Métodos informáticos especiales(3)
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Electricidad y electrónica(1)
Ingeniería y operaciones afines(1)
Instrumentos de precisión y otros dispositivos(1)
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scopus(8)
Bearing Estimation with Randomized Linear Arrays
Conference ObjectAbstract: The source location estimation of multiple signals with a randomized array is implemented in this paPalabras claves:Adaptive arrays, Array synthesis, Direction of arrival estimation, Interpolation, Non-uniform antenna arrays, Support Vector Regression, unsupervised learningAutores:Christodoulou C.G., Gupta A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusGaussian Processes for Direction-of-Arrival Estimation with Random Arrays
ArticleAbstract: Gaussian process regression for direction-of-arrival (DOA) estimation in random linear arrays is forPalabras claves:Array interpolation, Complex Gaussian processes (GPS), direction of arrival (DOA), GP regression, Nonuniform array processing, Root-MuSiC, Signal interpolation, unsupervised learningAutores:Christodoulou C.G., Gupta A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusDigital signal processing with kernel methods
BookAbstract: A realistic and comprehensive review of joint approaches to machine learning and signal processing aPalabras claves:Autores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.Fuentes:scopusKernel DOA estimation in nonuniform arrays
Conference ObjectAbstract: An algorithm to estimate the direction of arrival (DOA) in non uniform linear antenna arrays based oPalabras claves:Autores:Christodoulou C.G., Gupta A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusKernel antenna array processing
ArticleAbstract: We introduce two support vector machine (SVM)-based approaches for solving antenna problems such asPalabras claves:Antenna arrays, BEAMFORMING, Kernel method, Mercer's kernels, SUPPORT VECTOR MACHINESAutores:Camps-Valls G., Christodoulou C.G., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusKernel methods in bioengineering, signal and image processing
BookAbstract: In the last decade, a number of powerful kernel-based learning methods have been proposed in the macPalabras claves:Autores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusSupport vector machines in engineering: An overview
ReviewAbstract: This paper provides an overview of the support vector machine (SVM) methodology and its applicabilitPalabras claves:Autores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Salcedo-Sanz S.Fuentes:scopusSupport vector method for ARMA system identification: A robust cost interpretation
Conference ObjectAbstract: This paper deals with the application of the Support Vector Method (SVM) methodology to the Auto RegPalabras claves:Autores:Artés-Rodríguez A., De Prado-Cumplido M., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopus