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- W2988431750 abstract "Time and wavelength-division multiplexed passive optical network (TWDM-PON) is expected to be the fronthaul networks of 5G, which requires low latency and large bandwidth. In this paper, we propose a Q-learning based dynamic wavelength and bandwidth allocation (DWBA) algorithm for TWDM-PON. Simulation results show that the proposed DWBA algorithm can reduce the number of active channels by 40% and provide larger bandwidth with same wavelength number in comparation with the existing algorithms while satisfying the latency requirement of 5G fronthaul networks." @default.
- W2988431750 created "2019-11-22" @default.
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- W2988431750 date "2019-12-01" @default.
- W2988431750 modified "2023-09-23" @default.
- W2988431750 title "A learning algorithm for TWDM-PON’ DWBA with 5G fronthaul networks" @default.
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- W2988431750 doi "https://doi.org/10.1016/j.yofte.2019.102039" @default.
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