Photonic Reservoir Computing Enabled Time-Domain Demodulation for Frequency Modulated LiDAR
A novel frequency modulated continuous wave LiDAR system, utilizing photonic reservoir computing for Fourier-free time-domain signal analysis, achieves robust distance measurement with improved computing efficiency and eliminates Fourier spectrum broadening issues due to inherent nonlinear optical wavelength sweeping. Experimental results show 100% signal classification accuracy.
Authors
- Yue Yu (ORCID: https://orcid.org/0000-0002-7620-6078)
- An Zhang (ORCID: https://orcid.org/0000-0002-6085-9402)
- Ruixue Zhang (ORCID: https://orcid.org/0000-0001-9002-8928)
- Songtao Liu (ORCID: https://orcid.org/0000-0001-9815-3678)
- Chao Wang (ORCID: https://orcid.org/0000-0002-0454-8079)
- Tao Luan (ORCID: https://orcid.org/0009-0005-4584-4121)
Institutions
- Tianjin University of Technology (CN)
- University of Kent (GB)
Publication Details
- Published
- 2024-11-10
- DOI
- https://doi.org/10.1109/ipc60965.2024.10799899
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00