End-to-End Multi-Band Adaptive Optimization Autoencoder Framework for Bandwidth-Limited Optical Wireless Fronthaul

Fronthaul solutions based on optical wireless communication (OWC) have emerged as a promising technology for 6G communications. OWC systems offer advantages such as flexible deployment and low construction costs, but face significant challenges due to nonlinear distortions and turbulence. Efficientl...

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Veröffentlicht in:	Journal of lightwave technology 2025-01, Vol.43 (1), p.198-213
Hauptverfasser:	Wei, Yuan, Chen, Chaoxu, Yao, Li, Zhang, Haoyu, Liu, Yinjun, Li, Fujie, Li, Ziwei, Shen, Chao, Zhang, Junwen, Chi, Nan, Shi, Jianyang
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive optics Bandwidths Channel models Construction costs Data driven end-to-end Equalization Error correction Low cost neural network Neural networks Nonlinear optics Nonlinear systems Optical distortion Optical transmitters Optical wireless optical wireless communication Optimization Performance tests Q factors Turbulence Wireless communication Wireless communications
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