Experimental Demonstration of Channel Modeling in End-to-End Visible Light Communication System
A BiLSTM and Transformer channel modeling approach are proposed for end-to-end VLC systems. Through model fitting and data distribution analysis, it shows Transformer has an R-Square>O.99, indicating better suitability.
Authors
- Yanwen Zhu (ORCID: https://orcid.org/0009-0000-9422-2779)
- Bo Song (ORCID: https://orcid.org/0000-0002-5010-2975)
- Yi Huang (ORCID: https://orcid.org/0000-0001-7774-1024)
- Haiteng Zong
Institutions
- Beijing University of Posts and Telecommunications (CN)
- State Key Laboratory of Information Photonics and Optical Communications
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10809403
- Citations
- 1
- Primary Topic
- Optical Wireless Communication Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.21