Performance Research of MDM System based on Bit Interleaved Polar Coded Modulation

HU Wei-guo; SONG Yi-mei; ZHANG Jian-yong; FAN Feng-ju; MI Shu-chao

doi:10.13756/j.gtxyj.2022.04.003

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Performance Research of MDM System based on Bit Interleaved Polar Coded Modulation

更新时间：2022-08-01

- Performance Research of MDM System based on Bit Interleaved Polar Coded Modulation
- Study on Optical Communications Issue 4, Pages: 12-16,46(2022)
- 作者机构：
  
  北京交通大学　电子信息工程学院　光波技术研究所，北京　100044
- 作者简介：
- 基金信息：
- DOI：10.13756/j.gtxyj.2022.04.003
  CLC： TN929.11
- Published：10 August 2022，
  
  Received：27 November 2021，
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HU Wei-guo, SONG Yi-mei, ZHANG Jian-yong, et al. Performance Research of MDM System based on Bit Interleaved Polar Coded Modulation. [J]. Study on Optical Communications (4):12-16,46(2022)
DOI：

HU Wei-guo, SONG Yi-mei, ZHANG Jian-yong, et al. Performance Research of MDM System based on Bit Interleaved Polar Coded Modulation. [J]. Study on Optical Communications (4):12-16,46(2022) DOI： 10.13756/j.gtxyj.2022.04.003.

摘要

针对极化码在光通信系统中的应用研究，文章将极化编码调制和光纤模分复用（MDM）系统相结合，搭建了基于比特交织极化编码调制的MDM系统，并进行了最大似然（ML）检测算法性能的研究。仿真结果表明，极化码的加入大大提升了系统性能，与非编码的MDM系统相比，采用比特交织极化编码调制的MDM系统在同等模式相关损耗（MDL）值下，系统性能提高了约8 dB。文章还展示了ML和最小均方误差（MMSE）检测算法在MDM系统中的性能以及不同模式损耗对系统性能的影响，其中，ML检测算法相较于MMSE检测算法，在误码性能上提升了约3 dB。

Abstract

Aiming at the application research of polar code in optical communication system

this paper proposes the combination of polar coding modulation and optical fiber Module Division Multiplexing (MDM) system. We construct an MDM system based on bit interleaved polar coding modulation

and study the performance of Maximum Likelihood (ML) detection algorithm. The simulation results show that the addition of polar code greatly improves the system performance. Compared with the MDM system without coding

the MDM system with bit interleaved polar coding modulation improves the system performance by about 8 dB under the same Mode Dependent Loss (MDL) . The paper also shows the performance of ML detection algorithm and Minimum Mean Square Error (MMSE) detection algorithm in MDM system. The impact of different mode loss on system performance is also studied. Compared with MMSE detection algorithm

ML detection algorithm improves the bit error performance by about 3 dB.

关键词

极化编码模分复用模式损耗最大似然检测算法

Keywords

polar codingMDMmode lossML detection algorithm

references

Arikan E. Channel Polarization:A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels[J]. IEEE Transactions on Information Theory, 2009, 55(7):3051-3073.

Kaykac E Z B, Xiang L P, Maunder R G, et al. The Development, Operation and Performance of the 5G Polar Codes[J]. IEEE Communications Surveys&Tutorials, 2020, 22(1):96-122.

3GPP TS 36.211 Release12-2014, Physical Channels and Modulation[S].

Wu Z, Lankl B. Polar Codes for Low-complexity Forward Error Correction in Optical Access Networks[C]//Photonic Networks;15. ITG Symposium. Leipzig, Germany: VDE, 2014: 1-8.

Liu B, Zhang L, Xin X, et al. Robust Generalized Filter Bank Multicarrier based Optical Access System with Electrical Polar Coding[J]. IEEE Photonics Journal, 2016, 8(5):7906507.

Zhou D Y, Liu H R, Wen K H, et al. A Novel Scheme of Polar-Coded SCM A OFDM Analogue Radio-over-Fiber for C-RAN Optical Fronthaul[C]//2019 6th International Conference on Information Science and Control Engineering(ICISCE). Shanghai, China: IEEE, 2019: 00195.

Liu L, Xiao S, Fang J, et al. High Performance and Cost Effective CO-OFDM System Aided by Polar Code[J]. Optics Express, 2017, 25(3):2763-2770.

Zhang S Y, Shahrrava B. Polar-coded OFDM with Index Modulation[J]. IEEE Access, 2020, 9:237-247.

Zheng H T, Wu K Q, Chen B, et al. Experimental Demonstration of 9.6 Gbit/s Polar Coded Infrared Light Communication System[J]. IEEE Photonics Technology Letters, 2020, 32(24):1539-1542.

Dai J C, Niu K, Lin K. Polar-coded MDM Systems[J]. IEEE Transactions on Vehicular Technology, 2018, 67(7):6170-6184.

Dai J C, Niu K, Si Z W, et al. Polar-coded Spatial Modulation[J]. IEEE Transactions on Signal Processing, 2021, 69:2203-2217.

Shen Y F, Yang J M, Zhou X F, et al. Joint Detection and Decoding for Polar Coded MDM Systems[C]//2017 IEEE Global Communications Conference. Singapore: IEEE, 2017: 8254938.

Ho K P, Kahn J M. Mode-Dependent Loss and Gain:Statistics and Effect on Mode-Division Multiplexing[J]. Optics Express, 2011, 19(17):16612-16635.

Ospina R S B, Hout M V D, Alvarado-zacarias J C, et al. Mode-Dependent Loss and Gain Estimation in SDM Transmission based on MMSE Equalizers[J]. Journal of Lightwave Technology, 2021, 39(7):1968-1975.

Gong S Y, Zhang J Y, Mi S C, et al. Near-ML Detection based on Multilevel SINR Thresholding for Mode Division Multiplexing Transmission with Mode-dependent Loss[J]. IEEE Access, 2021, 9:20136-20142.

Mello D A A, Srinivas H, Choutagunta K, et al. Impact of Polarization-and Mode-Dependent Gain on the Capacity of Ultra-Long-Haul Systems[J]. Journal of Lightwave Technology, 2020, 38(2):303-318.

Huang C, Li Y X, Meng W, et al. Effect of Mode Coupling on Quantum Bit Error Rate in Mode Division Multiplexing Simultaneous Transmission System[J]. Acta Optica Sinica, 2020, 40(4):0406002.

Gong S Y, Zhang J Y. Dynamic Channel-Compensation Characteristics of MDM System with Mode-Dependent Loss[J]. Acta Optica Sinica, 2020, 40(23):2306006.

Zhang T, Li L, Hu G J. Demultiplexing of Mode-Division Multiplexing System based on Successive Interference Cancellation[J]. Chinese Journal of Lasers, 2019, 46(3):0306001.

Wang Y H, Wu B J, Wan F, et al. Analysis of Compensation for Inter-Mode Nonlinear Phase Modulation in Few-Mode Optical Fiber Communication Systems[J]. Acta Optica Sinica, 2019, 39(12):1206006.

Men H, Jin M. A Low-Complexity ML Detection Algorithm for Spatial Modulation Systems with MPSK Constellation[J]. IEEE Communications Letters, 2014, 18(8):1375-1378.

Xiang L P, Liu Y, Egilmez Z B K, et al. Soft List Decoding of Polar Codes[J]. IEEE Transactions on Vehicular Technology, 2020, 69(11):13921-13926.

Balatsoukas-Stimming A, Parizi M B, Burg A. LLR-based Successive Cancellation List Decoding of Polar Codes[J]. IEEE Transactions on Signal Processing, 2015, 63(19):5165-5179.

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Institute of Lightwave Technology, Beijing Jiaotong University

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