Fading Channel Prediction Based on Combination of Complex-Valued Neural Networks and Chirp Z-Transform

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2014.2306420 ◽

2014 ◽

Vol 25 (9) ◽

pp. 1686-1695 ◽

Author(s):

Tianben Ding ◽

Akira Hirose

Keyword(s):

Neural Networks ◽

Fading Channel ◽

Channel Prediction ◽

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Proposal of polarization state prediction using quaternion neural networks for fading channel prediction in mobile communications

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727734 ◽

2016 ◽

Author(s):

Maoki Hikosaka ◽

Tianben Ding ◽

Akira Hirose

Keyword(s):

Neural Networks ◽

Mobile Communications ◽

Fading Channel ◽

Polarization State ◽

Channel Prediction ◽

State Prediction

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Online Regularization of Complex-Valued Neural Networks for Structure Optimization in Wireless-Communication Channel Prediction

IEEE Access ◽

10.1109/access.2020.3013940 ◽

2020 ◽

Vol 8 ◽

pp. 143706-143722

Author(s):

Tianben Ding ◽

Akira Hirose

Keyword(s):

Neural Networks ◽

Wireless Communication ◽

Communication Channel ◽

Structure Optimization ◽

Channel Prediction ◽

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Fading Channel Prediction Based on Self-optimizing Neural Networks

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-12637-1_22 ◽

2014 ◽

pp. 175-182 ◽

Author(s):

Tianben Ding ◽

Akira Hirose

Keyword(s):

Neural Networks ◽

Fading Channel ◽

Channel Prediction

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Recurrent Neural Networks with Long Short-Term Memory for Fading Channel Prediction

2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) ◽

10.1109/vtc2020-spring48590.2020.9128426 ◽

2020 ◽

Author(s):

Wei Jiang ◽

Hans D. Schotten

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Fading Channel ◽

Short Term Memory ◽

Term Memory ◽

Channel Prediction ◽

Long Short Term Memory

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Proposal of Channel Prediction by Complex-Valued Neural Networks that Deals with Polarization as a Transverse Wave Entity

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-26555-1_61 ◽

2015 ◽

pp. 541-549 ◽

Author(s):

Tetsuya Murata ◽

Tianben Ding ◽

Akira Hirose

Keyword(s):

Neural Networks ◽

Transverse Wave ◽

Channel Prediction ◽

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Complex-valued Neural Networks

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.131.2 ◽

2011 ◽

Vol 131 (1) ◽

pp. 2-8

Author(s):

Akira Hirose

Keyword(s):

Neural Networks ◽

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Natural Gradient Descent of Complex-Valued Neural Networks Invariant under Rotations

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e102.a.1988 ◽

2019 ◽

Vol E102.A (12) ◽

pp. 1988-1996

Author(s):

Jun-ichi MUKUNO ◽

Hajime MATSUI

Keyword(s):

Neural Networks ◽

Gradient Descent ◽

Natural Gradient ◽

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Stochastic Complex-valued Neural Networks for Radar

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287425 ◽

2021 ◽

Author(s):

Othmane-Latif Ouabi ◽

Radmila Pribic ◽

Sorin Olaru

Keyword(s):

Neural Networks ◽

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The New Activation Function for Complex Valued Neural Networks: Complex Swish Function

4th International Symposium on Innovative Approaches in Engineering and Natural Sciences Proceedings ◽

10.36287/setsci.4.6.050 ◽

2019 ◽

Author(s):

Mehmet Çelebi ◽

Murat Ceylan

Keyword(s):

Neural Networks ◽

Activation Function ◽

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Finite-time projective synchronization of stochastic complex-valued neural networks with probabilistic time-varying delays

IEEE Access ◽

10.1109/access.2021.3066585 ◽

2021 ◽

pp. 1-1

Author(s):

Meng Hui ◽

Jiahuang Zhang ◽

Jiao Zhang ◽

Herbert Ho-Ching Iu ◽

Rui Yao ◽

...

Keyword(s):

Neural Networks ◽

Finite Time ◽

Projective Synchronization ◽

Time Varying ◽

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