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IEEE Transactions on Antennas and Propagation(2)
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)
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)
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scopus(7)
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 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: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: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:scopus