ESN-Driven joint decision strategy for a configurable security NOMA optical communication system
This paper presents an Echo State Network (ESN)-Driven joint decision strategy for a configurable security Non-Orthogonal Multiple Access (NOMA) optical communication system. To address security vulnerabilities, a configurable key iteration scheme is introduced, achieving temporal interleaving of chaotic models and keys. Furthermore, an ESN-Driven joint demodulation strategy is designed, which replaces conventional log-likelihood ratio (LLR) computations with ESN, leading to a reduction in computational overhead. Experimental validation over a 7-core fiber demonstrates that the ESN-Driven joint decision strategy maintains low computational cost while increasing Brute-Force Time (BFT) to 10<sup>151</sup>, thereby significantly enhancing efficiency and security of the system.
Authors
- Jianxin Ren (ORCID: https://orcid.org/0000-0002-0752-7476)
- xiumin song (ORCID: https://orcid.org/0009-0007-4625-8938)
- Yaya Mao
- Yiming Ma (ORCID: https://orcid.org/0009-0003-3084-4044)
- Shuaidong Chen (ORCID: https://orcid.org/0000-0002-0334-5405)
- Yilan Ma (ORCID: https://orcid.org/0009-0008-5381-7635)
- Lei Zhu (ORCID: https://orcid.org/0000-0003-1685-7968)
- Yu Bai (ORCID: https://orcid.org/0009-0009-0524-2264)
- Jianye Zhao (ORCID: https://orcid.org/0000-0002-6116-2818)
Institutions
- Suzhou Polytechnic Institute of Agriculture (CN)
- Nanjing University of Posts and Telecommunications (CN)
Publication Details
- Journal
- Optics Letters
- Published
- 2025-11-26
- DOI
- https://doi.org/10.1364/ol.583147
- Citations
- 3
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 7.44