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Author

H. H. Al-khaylani

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Open access Aug 2026

Deep Learning-Enabled Multi-Parameter Optimization for TWDM-PON Systems with Extended Reach

The robustness of the physical layer greatly affects communication capacity in modern optical access networks, particularly techniques based on time-and-wavelength division multiplexed passive optical networks (TWDM-PONs). A signal may become highly vulnerable to interception, inaccurate signal reconstruction, and unst...

Zahraa J. Hasan, Ayat Hussain, Ali Hussein et al. · 0 citations

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