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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Kai-Hui Wang

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Aug 2026

Physics-guided residual Kolmogorov-Arnold network equalizer for high-speed dual-polarization coherent optical transmission.

We propose a physics-guided residual Kolmogorov-Arnold network (RN-KAN) equalizer for nonlinear impairment compensation in high-speed dual-polarization (DP) 16-QAM coherent transmission. RN-KAN combines a multiple-input multiple-output finite-impulse-response (MIMO-FIR) backbone with spline-gated residual branches cons...

Ying Wang, Ying Wu, Lu-Han Jiang et al. · 0 citations

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