Deep Neural Networks Based End-to-End DOA Estimation System
Daniel Akira ANDO,
Yuya KASE,
Toshihiko NISHIMURA
et al.
Abstract:Direction of arrival (DOA) estimation is an antenna array signal processing technique used in, for instance, radar and sonar systems, source localization, and channel state information retrieval. As new applications and use cases appear with the development of next generation mobile communications systems, DOA estimation performance must be continually increased in order to support the nonstop growing demand for wireless technologies. In previous works, we verified that a deep neural network (DNN) trained offl… Show more
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