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2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, APSURSI 2019 - Proceedings(1)
2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, IEEECONF 2020 - Proceedings(1)
IEEE Antennas and Wireless Propagation Letters(1)
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scopus(3)
Deep 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:scopus