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Publisher
13th European Conference on Antennas and Propagation, EuCAP 2019(1)
2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, APSURSI 2019 - Proceedings(1)
IEEE Antennas and Wireless Propagation Letters(1)
Área de conocimiento
Aprendizaje automático(2)
Algoritmo(1)
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Estadísticas(1)
Inferencia estadística(1)
Año de Publicación
2019(3)
Origen
scopus(3)
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: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:scopus