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IEEE Access Volume 2021 Issue 1901

Subject Areas: Computer Science (miscellaneous)
ISSN: 2169-3536
SJR: 158

Open Access

Journal Article

Online regularization of complex-valued neural networks for structure optimization in wireless-communication channel prediction

Ding, Tianben; Hirose, Akira

2019 Electrical Engineering and Systems Science

doi:10.1109/ACCESS.2020.3013940

Abstract: This paper proposes online-learning complex-valued neural networks (CVNNs) to predict future channel states in fast-fading multipath mobile communications. CVNN is suitable for dealing with a fading communication channel as a single complex-valued entity. This framework makes it...

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