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DoA Estimation for FMCW Radar by 3D-CNN

A method of direction-of-arrival (DoA) estimation for FMCW (Frequency Modulated Continuous Wave) radar is presented. In addition to MUSIC, which is the popular high-resolution DoA estimation algorithm, deep learning has recently emerged as a very promising alternative. It is proposed in this paper t...

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Detalles Bibliográficos
Autores principales: Sang, Tzu-Hsien, Chien, Feng-Tsun, Chang, Chia-Chih, Tseng, Kuan-Yu, Wang, Bo-Sheng, Guo, Jiun-In
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8399740/
https://www.ncbi.nlm.nih.gov/pubmed/34450765
http://dx.doi.org/10.3390/s21165319