Optics letters
Ultralow-complexity fiber nonlinearity compensation based on gradient-driven pruned Kolmogorov-Arnold network.
Hao Qin, Chuanchuan Yang, Tianxiang Lan, Yuting Xu, Xiang Cai, Fan Zhang, Yuping Zhao
Published: 202510.1364/OL.576127
Abstract
Fiber nonlinearity compensation is crucial for enhancing the transmission distance and data capacity of wavelength-division multiplexing (WDM) coherent optical communication systems, while existing equalizers based on conventional neural networks fac…
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