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Low Complexity Kernel-MSER based Equalizer for Crosstalk Mitigation in Multicore Fiber Communication

机译:基于低复杂度内核-MSER的均衡器,可减轻多核光纤通信中的串扰

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Multicore Fiber based backhaul network is essential to support huge data for future wireless applications. Performance of multi-core fiber (MCF) communication systems is severely affected by inter-core crosstalk (IC-XT), which limits its application for long-reach backhaul optical network. The nonlinear IC-XT interference in MCF makes the overall system nonlinear, thereby resulting in a poor bit error rate (BER) performance. Conventional Volterra series based nonlinear equalizers have high computational complexity, and are impaired by modeling error due to the truncation of polynomial kernel. Recently, reproducing kernel Hilbert space (RKHS) based kernel least mean square (KLMS) equalizer has been proposed in the literature for mitigating IC-XT interference in MCF communication systems. However, KLMS based equalizer is based on minimum mean square error (MMSE) criterion which considers only second order statistics of error. In this paper, multivariate kernel minimum symbol error rate (KMSER) adaptive nonlinear equalizer in RKHS is proposed for mitigating IC-XT impairments in MCF communication systems. Simulations show that the proposed KMSER equalizer exhibits superior BER performance and less computational complexity over the existing Volterra series equalizer, and KLMS equalizer.
机译:基于多核光纤的回程网络对于支持未来无线应用的海量数据至关重要。多芯光纤(MCF)通信系统的性能受到芯间串扰(IC-XT)的严重影响,这限制了其在长距离回程光网络中的应用。 MCF中的非线性IC-XT干扰使整个系统非线性,从而导致较差的误码率(BER)性能。传统的基于Volterra级数的非线性均衡器具有很高的计算复杂度,并且由于多项式核的截断而受到建模误差的影响。最近,文献中提出了基于内核希尔伯特空间(RKHS)的内核最小均方(KLMS)均衡器,以减轻MCF通信系统中的IC-XT干扰。但是,基于KLMS的均衡器基于最小均方误差(MMSE)准则,该准则仅考虑误差的二阶统计量。本文提出了RKHS中的多变量内核最小符号错误率(KMSER)自适应非线性均衡器,以减轻MCF通信系统中的IC-XT损伤。仿真表明,与现有的Volterra级数均衡器和KLMS均衡器相比,所提出的KMSER均衡器具有更高的BER性能和更低的计算复杂度。

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