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采用基于低复杂度自适应网络的模糊推理系统非线性均衡器的4.32太比特/秒轨道角动量模式分割复用强度调制/直接检测传输

OAM mode-division multiplexing IM/DD transmission at 4.32 Tbit/s with a low-complexity adaptive-network-based fuzzy inference system nonlinear equalizer.

作者信息

Wang Fei, Gao Ran, Li Zhipei, Liu Jie, Cui Yi, Xu Qi, Pan Xiaolong, Zhu Lei, Wang Fu, Guo Dong, Chang Huan, Zhou Sitong, Dong Ze, Zhang Qi, Tian Qinghua, Tian Feng, Huang Xin, Yan Jinghao, Jiang Lin, Xin Xiangjun

出版信息

Opt Lett. 2024 Feb 1;49(3):430-433. doi: 10.1364/OL.506507.

Abstract

Stochastic nonlinear impairment is the primary factor that limits the transmission performance of high-speed orbital angular momentum (OAM) mode-division multiplexing (MDM) optical fiber communication systems. This Letter presents a low-complexity adaptive-network-based fuzzy inference system (LANFIS) nonlinear equalizer for OAM-MDM intensity-modulation direct-detection (IM/DD) transmission with three OAM modes and 15 wavelength division multiplex (WDM) channels. The LANFIS equalizer could adjust the probability distribution functions (PDFs) of the distorted pulse amplitude modulation (PAM) symbols to fit the statistical characteristics of the WDM-OAM-MDM transmission channel. Therefore, although the transmission symbols in the WDM-OAM-MDM system are subjected to a stochastic nonlinear impairment, the proposed LANFIS equalizer can effectively compensate the distorted signals. The proposed equalizer outperforms the Volterra equalizer with improvements in receiver sensitivity of 2, 1.5, and 1.3 dB for three OAM modes at a wavelength of 1550.12 nm, respectively. It also outperforms a CNN equalizer, with improvements in receiver sensitivity of 1, 0.5, and 0.3 dB, respectively. Moreover, complexity reductions of 67%, 74%, and 99.9% are achieved for the LANFIS equalizer compared with the Volterra, CNN, and ANFIS equalizers, respectively. The proposed equalizer has high performance and low complexity, making it a promising candidate for a high-speed WDM-OAM-MDM system.

摘要

随机非线性损伤是限制高速轨道角动量(OAM)模式分割复用(MDM)光纤通信系统传输性能的主要因素。本文针对具有三种OAM模式和15个波分复用(WDM)信道的OAM-MDM强度调制直接检测(IM/DD)传输,提出了一种基于低复杂度自适应网络的模糊推理系统(LANFIS)非线性均衡器。LANFIS均衡器可以调整失真脉冲幅度调制(PAM)符号的概率分布函数(PDF),以适应WDM-OAM-MDM传输信道的统计特性。因此,尽管WDM-OAM-MDM系统中的传输符号受到随机非线性损伤,但所提出的LANFIS均衡器能够有效地补偿失真信号。在波长为1550.12 nm时,对于三种OAM模式,所提出的均衡器在接收灵敏度方面分别比Volterra均衡器提高了2 dB、1.5 dB和1.3 dB。它也优于CNN均衡器,在接收灵敏度方面分别提高了1 dB、0.5 dB和0.3 dB。此外,与Volterra、CNN和ANFIS均衡器相比,LANFIS均衡器的复杂度分别降低了67%、74%和99.9%。所提出的均衡器具有高性能和低复杂度,使其成为高速WDM-OAM-MDM系统的一个有前途的候选方案。

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