Year
Month
(Peer-Reviewed) Towards integrated mode-division demultiplexing spectrometer by deep learning
Ze-huan Zheng 郑泽寰 ¹ ², Sheng-ke Zhu 朱圣科 ¹ ⁴, Ying Chen 陈颖 ³, Huanyang Chen 陈焕阳 ⁵, Jin-hui Chen 陈锦辉 ¹ ⁴ ⁶
¹ Shenzhen Research Institute, Xiamen University, Shenzhen 518000, China
中国 深圳 厦门大学深圳研究院
² Xiamen Power Supply Bureau of Fujian Electric Power Company Limited, State Grid, Xiamen 361004, China
中国 厦门 福建省电力有限公司 厦门供电局
³ College of Information Science and Engineering, Fujian Provincial Key Laboratory of Light Propagation and Transformation, Huaqiao University, Xiamen 361021, China
福建省光传输与变换重点实验室 华侨大学信息科学与工程学院
⁴ Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen 361005, China
中国 厦门 厦门大学电磁声学研究院
⁵ College of Physical Science and Technology, Xiamen University, Xiamen 361005, China
中国 厦门 厦门大学物理科学与技术学院
⁶ Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen 361005, China
中国 厦门 中国福建能源材料科学与技术创新实验室(嘉庚创新实验室)
Opto-Electronic Science, 2022-11-01
Abstract

Miniaturized spectrometers have been widely researched in recent years, but few studies are conducted with on-chip multimode schemes for mode-division multiplexing (MDM) systems. Here we propose an ultracompact mode-division demultiplexing spectrometer that includes branched waveguide structures and graphene-based photodetectors, which realizes simultaneously spectral dispersing and light fields detecting.

In the bandwidth of 1500–1600 nm, the designed spectrometer achieves the single-mode spectral resolution of 7 nm for each mode of TE1–TE4 by Tikhonov regularization optimization. Empowered by deep learning algorithms, the 15-nm resolution of parallel reconstruction for TE1–TE4 is achieved by a single-shot measurement. Moreover, by stacking the multimode response in TE1–TE4 to the single spectra, the 3-nm spectral resolution is realized.

This design reveals an effective solution for on-chip MDM spectroscopy, and may find applications in multimode sensing, interconnecting and processing.
Towards integrated mode-division demultiplexing spectrometer by deep learning_1
Towards integrated mode-division demultiplexing spectrometer by deep learning_2
Towards integrated mode-division demultiplexing spectrometer by deep learning_3
  • Harmonic heterostructured pure Ti fabricated by laser powder bed fusion for excellent wear resistance via strength-plasticity synergy
  • Desheng Li, Huanrong Xie, Chengde Gao, Huan Jiang, Liyuan Wang, Cijun Shuai
  • Opto-Electronic Advances
  • 2025-09-25
  • Strong-confinement low-index-rib-loaded waveguide structure for etchless thin-film integrated photonics
  • Yifan Qi, Gongcheng Yue, Ting Hao, Yang Li
  • Opto-Electronic Advances
  • 2025-09-25
  • Flicker minimization in power-saving displays enabled by measurement of difference in flexoelectric coefficients and displacement-current in positive dielectric anisotropy liquid crystals
  • Junho Jung, HaYoung Jung, GyuRi Choi, HanByeol Park, Sun-Mi Park, Ki-Sun Kwon, Heui-Seok Jin, Dong-Jin Lee, Hoon Jeong, JeongKi Park, Byeong Koo Kim, Seung Hee Lee, MinSu Kim
  • Opto-Electronic Advances
  • 2025-09-25
  • Dual-frequency angular-multiplexed fringe projection profilometry with deep learning: breaking hardware limits for ultra-high-speed 3D imaging
  • Wenwu Chen, Yifan Liu, Shijie Feng, Wei Yin, Jiaming Qian, Yixuan Li, Hang Zhang, Maciej Trusiak, Malgorzata Kujawinska, Qian Chen, Chao Zuo
  • Opto-Electronic Advances
  • 2025-09-25
  • Phase matching sampling algorithm for sampling rate reduction in time division multiplexing optical fiber sensor system
  • Junhui Wu, Zhilin Xu, Yi Shi, Yurong Liang, Qizhen Sun
  • Opto-Electronic Technology
  • 2025-09-18
  • Three-dimensional integrated optical fiber devices: emergence and applications
  • Tingting Yuan, Xiaotong Zhang, Shitai Yang, Donghui Wang, Libo Yuan
  • Opto-Electronic Technology
  • 2025-09-18
  • Femtosecond laser micro/nano-processing via multiple pulses incubation
  • Jingbo Yin, Zhenyuan Lin, Lingfei Ji, Minghui Hong
  • Opto-Electronic Technology
  • 2025-09-18
  • All-optical digital logic and neuromorphic computing based on multi-wavelength auxiliary and competition in a single microring resonator
  • Qiang Zhang, Yingjun Fang, Ning Jiang, Anran Li, Jiahao Qian, Yiqun Zhang, Gang Hu, Kun Qiu
  • Opto-Electronic Science
  • 2025-08-28
  • Fast step heterodyne light-induced thermoelastic spectroscopy gas sensing based on a quartz tuning fork with high-frequency of 100 kHz
  • Yuanzhi Wang Ying He, Shunda Qiao, Xiaonan Liu, Chu Zhan, Xiaoming Duan, Yufei Ma
  • Opto-Electronic Advances
  • 2025-08-28
  • Advances and new perspectives of optical systems and technologies for aerospace applications: a comprehensive review
  • Sandro Oliveira, Jan Nedoma, Radek Martinek, Carlos Marques
  • Opto-Electronic Advances
  • 2025-08-25
  • Dynamic spatial beam shaping for ultrafast laser processing: a review
  • Cyril Mauclair, Bahia Najih, Vincent Comte, Florent Bourquard, Martin Delaigue
  • Opto-Electronic Science
  • 2025-08-25
  • Aberration-corrected differential phase contrast microscopy with annular illuminations
  • Yao Fan, Chenyue Zheng, Yefeng Shu, Qingyang Fu, Lixiang Xiong, Guifeng Lu, Jiasong Sun, Chao Zuo, Qian Chen
  • Opto-Electronic Science
  • 2025-08-25



  • Brillouin scattering spectrum for liquid detection and applications in oceanography                                Crosstalk-free achromatic full Stokes imaging polarimetry metasurface enabled by polarization-dependent phase optimization
    About
    |
    Contact
    |
    Copyright © PubCard