DoA Estimation Using Neural Tangent Kernel under Electromagnetic Mutual Coupling

Antenna element mutual coupling degrades the performance of Direction of Arrival (DoA) estimation significantly. In this paper, a novel machine learning-based method via Neural Tangent Kernel (NTK) is employed to address the DoA estimation problem under the effect of electromagnetic mutual coupling....

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Bibliographic Details
Main Authors: Qifeng Wang, Xiaolin Hu, Xiaobao Deng, Nicholas E. Buris
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/9/1057