Documentos de Gupta A. | REDI

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Año de Publicación: "2020"

Subtipo de publicación

Conference Object(1)

Publisher

2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, IEEECONF 2020 - Proceedings(1)

Área temáticas

Ciencias de la computación(1)

Área de conocimiento

Aprendizaje automático(1)

Origen

Palabras Claves

Adaptive arrays(1)

Array synthesis(1)

Direction of arrival estimation(1)

Neural networks(1)

Deep Neural Nets for DOA Estimation with Random Arrays

Conference Object

Abstract: An ensemble deep neural net framework is introduced to process nonuniform antenna arrays with unknow

Palabras claves:

Adaptive arrays, Array synthesis, deep learning, Direction of arrival estimation, LSTM, Neural networks

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