Research

Publications


Previous Publications

Journal Publications

1. T. Ding and A. Hirose, “Fading channel prediction based on combination of complex-valued neural networks and chirp z-transform,” IEEE Trans. Neural Netw. Learn. Syst., 25, 9, 1686-1695, (2014).

Conference Papers

3. T. Murata, T. Ding and A. Hirose, “Proposal of channel prediction by complex-valued neural networks that deals with polarization as a transverse wave entity,” Neural Inf. Process. – 22st Int. Conf., ICONIP 2015, Istanbul, Turkey, Nov. 9-12, 2015. Proc. Part III, 9491, 541-549, (2015)

2. T. Ding and A. Hirose, “Fading channel prediction based on self-optimizing neural networks,” Neural Inf. Process. – 21st Int. Conf., ICONIP 2014, Kuching, Malaysia, Nov. 3-6, 2014. Proc. Part I, 8834, 175-182, (2014)

1. T. Ding and A. Hirose, “Fading channel prediction based on complex-valued neural networks in frequency domain,” Proc. of 2013 URSI Int. Symp. on Electromagnet. Theory (EMTS), 640-643, (2013).

Other Publications

⋆ invited

3.⋆ A. Hirose and T. Ding, “Neural networks to deal with complex amplitude and its strength in electronics,” C – Abstracts of IEICE Trans. Electron. (Japanese Edition), J98-C, 10, 184-192, (2015).

2. T. Murata, T. Ding and A. Hirose, “Polarization combination using complex-valued neural networks in channel prediction [in Japanese],” IEICE tech. rep., 115, 83, 31-35, (2015).

1. T. Ding and A. Hirose, “Sparsity of complex-valued neural networks in fading channel prediction [in Japanese],” IEICE tech. rep. Neurocomputing, 113, 500, 103-108, (2014).