Documentos de Christodoulou C.G. | REDI

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Filtros aplicados

Objetivos de Desarrollo Sostenible: "ODS 4: Educación de calidad"

Subtipo de publicación

Conference Object(2)

Publisher

IEEE Transactions on Antennas and Propagation(2)

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)

Área temáticas

Física aplicada(2)

Ciencias de la computación(1)

Funcionamiento de bibliotecas y archivos(1)

Métodos informáticos especiales(1)

Otras ramas de la ingeniería(1)

Área de conocimiento

Aprendizaje automático(2)

Comunicación(1)

Estadísticas(1)

Procesamiento de señales(1)

Objetivos de Desarrollo Sostenible

ODS 17: Alianzas para lograr los objetivos(4)

ODS 9: Industria, innovación e infraestructura(4)

Año de Publicación

Origen

Palabras Claves

Adaptive arrays(1)

Antenna arrays(1)

Array synthesis(1)

Complex Gaussian process(1)

A support vector machine music algorithm

Abstract: This paper introduces a new Support Vector Machine (SVM) formulation for the direction of arrival (D

Palabras claves:

direction of arrival (DOA), Minimum Variance Distortionless Response (MVDR), MUltiple SIgnal Characterization (MUSIC), support vector machine (SVM)

Camps-Valls G., Christodoulou C.G., El Gonnouni A., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Gaussian process regression for array interpolation

Conference Object

Abstract: This paper introduces the Gaussian process regression formulation for estimating the bearings of sig

Palabras claves:

Adaptive arrays, Array synthesis, Complex Gaussian process, Direction of arrival estimation, Machine learning, Multivariate Gaussian processes, unsupervised learning

Christodoulou C.G., Gupta A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Kernel DOA estimation in nonuniform arrays

Conference Object

Abstract: An algorithm to estimate the direction of arrival (DOA) in non uniform linear antenna arrays based o

Palabras claves:

Christodoulou C.G., Gupta A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Kernel antenna array processing

Abstract: We introduce two support vector machine (SVM)-based approaches for solving antenna problems such as

Palabras claves:

Antenna arrays, BEAMFORMING, Kernel method, Mercer's kernels, SUPPORT VECTOR MACHINES

Camps-Valls G., Christodoulou C.G., Jose Luis Rojo-Álvarez, Martinez-Ramon M.