Mostrando 10 resultados de: 29
Publisher
IEEE Signal Processing Letters(3)
IEEE Transactions on Antennas and Propagation(2)
IEEE Transactions on Signal Processing(2)
Kernel Methods in Bioengineering, Signal and Image Processing(2)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Área temáticas
Ciencias de la computación(13)
Métodos informáticos especiales(10)
Física aplicada(8)
Programación informática, programas, datos, seguridad(3)
Electricidad y electrónica(1)
Área de conocimiento
Aprendizaje automático(18)
Algoritmo(10)
Ciencias de la computación(9)
Optimización matemática(6)
Procesamiento de señales(5)
Origen
scopus(29)
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:scopusA robust support vector algorithm for nonparametric spectral analysis
OtherAbstract: A new approach to the nonparametric spectral estimation on the basis of the support vector method (SPalabras claves:Spectral Analysis, Support vector method, Weighted least squares, Welch periodogramAutores:Artés-Rodríguez A., Figueiras-Vidal A.R., García-Armada A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusA support vector machine music algorithm
ArticleAbstract: This paper introduces a new Support Vector Machine (SVM) formulation for the direction of arrival (DPalabras claves:direction of arrival (DOA), Minimum Variance Distortionless Response (MVDR), MUltiple SIgnal Characterization (MUSIC), support vector machine (SVM)Autores:Camps-Valls G., Christodoulou C.G., El Gonnouni A., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusA unified SVM framework for signal estimation
ArticleAbstract: This paper presents a review in the form of a unified framework for tackling estimation problems inPalabras claves:Deconvolution, Digital processing, Filtering, Kernel method, Signal estimation, Spectral estimation, Support vector, system identificationAutores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.Fuentes:scopusDeep Neural Nets for DOA Estimation with Random Arrays
Conference ObjectAbstract: An ensemble deep neural net framework is introduced to process nonuniform antenna arrays with unknowPalabras claves:Adaptive arrays, Array synthesis, deep learning, Direction of arrival estimation, LSTM, Neural networksAutores: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:scopusGaussian process regression for array interpolation
Conference ObjectAbstract: This paper introduces the Gaussian process regression formulation for estimating the bearings of sigPalabras claves:Adaptive arrays, Array synthesis, Complex Gaussian process, Direction of arrival estimation, Machine learning, Multivariate Gaussian processes, unsupervised learningAutores:Christodoulou C.G., Gupta A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusExplicit recursive and adaptive filtering in reproducing kernel hilbert spaces
ArticleAbstract: This brief presents a methodology to develop recursive filters in reproducing kernel Hilbert spaces.Palabras claves:Adaptive, autoregressive and moving-average, filter, kernel methods, recursiveAutores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J., Tuia D.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:scopusDiscrete time signal processing framework with support vector machines
Book PartAbstract: Digital signal processing (DSP) of time series using SVM has been addressed in the literature with aPalabras claves:Autores:Camps-Valls G., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Martínez-Cruz C.E., Martinez-Ramon M.Fuentes:scopus