TY - GEN
T1 - Semi-supervised Learning Enabled Scalable High-Spatial-Density Channel Multiplexing over Multimode Fibers
AU - Fan, Pengfei
AU - Ruddlesden, Michael
AU - Wang, Yufei
AU - Zhao, Luming
AU - Lu, Chao
AU - Su, Lei
N1 - Funding Information:
This work was supported by Engineering and Physical Sciences Research Council (grant number EP/L022559); Royal Society (grant numbers RG130230 and IE161214); H2020 Marie Skłodowska-Curie Actions (790666).
Publisher Copyright:
© 2022 IEICE.
PY - 2022/8
Y1 - 2022/8
N2 - We proposed a semi-supervised confidence-based learning approach (SCALA) to overcome the high-temporal-variability of multimode fiber (MMF) information channels, and experimentally demonstrated continuous transmission of high-spatial-density information with accuracy close to 100% over different MMFs.
AB - We proposed a semi-supervised confidence-based learning approach (SCALA) to overcome the high-temporal-variability of multimode fiber (MMF) information channels, and experimentally demonstrated continuous transmission of high-spatial-density information with accuracy close to 100% over different MMFs.
KW - adaptive semi-supervised learning method
KW - deep neural network
KW - fiber optics communications
KW - space-division multiplexing
UR - http://www.scopus.com/inward/record.url?scp=85137001617&partnerID=8YFLogxK
U2 - 10.23919/OECC/PSC53152.2022.9850043
DO - 10.23919/OECC/PSC53152.2022.9850043
M3 - Conference article published in proceeding or book
AN - SCOPUS:85137001617
T3 - OECC/PSC 2022 - 27th OptoElectronics and Communications Conference/International Conference on Photonics in Switching and Computing 2022
SP - 1
EP - 4
BT - OECC/PSC 2022 - 27th OptoElectronics and Communications Conference/International Conference on Photonics in Switching and Computing 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 27th OptoElectronics and Communications Conference/International Conference on Photonics in Switching and Computing, OECC/PSC 2022
Y2 - 3 July 2022 through 6 July 2022
ER -