CNN-Based Inter-Band Interference Cancellation for 100Gbit/s/λ Non-Orthogonal m-CAP in Fronthaul
نویسندگان
چکیده
To improve the spectral efficiency (SE) of next-generation-fronthaul-interface-based (NGFI) mobile fronthaul (FH) network, we present a novel inter-band interference (IBI) cancellation method based on convolutional neural network (CNN) in non-orthogonal multiband CAP (NO-m-CAP) system. As proof concept demonstration, NO-4-CAP 100Gb/s/ $\lambda $ NGFI-II data transmission experiment is carried out, which shows 15% SE improvement with proposed CNN-based IBI canceller assuming 7% HD-FEC limit. Being more straightforward and practical, lower complexity could offer power budget promise compression ratio compared to our previously ICA-based (Independent Component Analysis) method.
منابع مشابه
Orthogonal Frequency Division Multiplexing Modulation and Inter-carrier Interference Cancellation
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ژورنال
عنوان ژورنال: IEEE Photonics Technology Letters
سال: 2022
ISSN: ['1941-0174', '1041-1135']
DOI: https://doi.org/10.1109/lpt.2022.3193310