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基于自适应记忆长度查找表(LUT)的强度调制/直接检测水下无线光通信数字预失真

Adaptive-memory-length look-up table (LUT)-based digital pre-distortion for IM/DD underwater wireless optical communications.

作者信息

Zhou Yanting, Zhang Junwei, Lu Chao, Ghassemlooy Zabih, Guo Changjian

出版信息

Opt Express. 2024 Feb 26;32(5):8081-8091. doi: 10.1364/OE.516562.

Abstract

A digital pre-distortion (DPD) scheme based on an adaptive-memory-length look-up table (AML-LUT) is proposed and experimentally demonstrated in a four-level pulse amplitude modulation (4-PAM) underwater optical wireless communication (UOWC) system. By implementing adaptive memory length for each pattern in the AML-LUT-based DPD, the size of the AML-LUT can be significantly reduced without sacrificing performance compared to both the full-size LUT and the multi-symbol simplified look-up table (MSS-LUT)-based DPDs. The performance of the proposed AML-LUT-based DPD is experimentally evaluated for a 625 Mbit/s 4-PAM UOWC over 1 m transmission length. Experimental results show that compared with the full-size LUT with a memory length of 7 (LUT-7)-based DPD, the proposed AML-LUT-based DPD (i) incurs a marginal power penalty of 0.5 dB at both the 7% hard-decision forward error correction (HD-FEC) and KP4-FEC threshold limits, while simultaneously reducing the implementation complexity (i.e., the LUT size) by 93%; (ii) achieves comparable transmission performance compared to the MSS-LUT-based DPD, while reducing the implementation complexity by 89%; and (iii) shows great potential for high-speed, low-complexity and memory-efficient intensity modulation and direct detection (IM/DD) UOWC and short-reach optical interconnects.

摘要

提出了一种基于自适应存储长度查找表(AML-LUT)的数字预失真(DPD)方案,并在四电平脉冲幅度调制(4-PAM)水下光无线通信(UOWC)系统中进行了实验验证。通过在基于AML-LUT的DPD中为每个模式实现自适应存储长度,与全尺寸查找表和基于多符号简化查找表(MSS-LUT)的DPD相比,AML-LUT的大小可以显著减小,而不会牺牲性能。针对1 m传输长度的625 Mbit/s 4-PAM UOWC,对所提出的基于AML-LUT的DPD的性能进行了实验评估。实验结果表明,与基于存储长度为7的全尺寸查找表(LUT-7)的DPD相比,所提出的基于AML-LUT的DPD:(i)在7%硬判决前向纠错(HD-FEC)和KP4-FEC阈值限制下,功率代价仅为0.5 dB,同时实现复杂度(即查找表大小)降低了93%;(ii)与基于MSS-LUT的DPD相比,实现了相当的传输性能,同时实现复杂度降低了89%;(iii)在高速、低复杂度和内存高效的强度调制与直接检测(IM/DD)UOWC和短距离光互连方面显示出巨大潜力。

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