Simplified Look-Up Table (LUT) Based Digital Pre-Distortion for 100 GBaud/λ PAM-4 Transmission

被引:4
作者
Tu, Yucheng [1 ]
Xiang, Meng [2 ,3 ]
Cheng, Wenzhuo [2 ,3 ]
Yang, Hailin [2 ,3 ]
Zhao, Luming [1 ]
Tang, Ming [1 ]
Qin, Yuwen [2 ,3 ]
Fu, Songnian [2 ,3 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Opt & Elect Informat, Wuhan 430074, Peoples R China
[2] Guangdong Univ Technol, Inst Adv Photon Technol, Sch Informat Engn, Guangzhou 510006, Peoples R China
[3] Guangdong Prov Key Lab Photon Informat Technol, Guangzhou 510006, Peoples R China
关键词
Table lookup; Modulation; Symbols; Optical transmitters; Indexes; Optical distortion; Signal to noise ratio; Digital pre-distortion; look-up table; peak-to-average power ratio; transmitter nonlinearity compensation; OPTICAL INTERCONNECTS; TRANSMITTER; MODULATION; AMPLIFIER; DSP; DMT;
D O I
10.1109/JLT.2023.3311848
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Look-up table (LUT) is an efficient digital pre-distortion (DPD) technique at the transmitter side (Tx) to mitigate the pattern-dependent impairment arising in the intensity-modulation direct-detection (IM-DD) transmission. When the long-memory nonlinear inter-symbol interference (ISI) occurs for the high-speed IM-DD transmission, both the peak-to-average power ratio (PAPR) of the pre-distorted signal and the implementation complexity of LUT increases fiercely along with the growing memory length of LUT. Here, relying on the error distribution of the received symbol with respect to amplitudes of previous symbols and next symbols, we propose a low-complexity multi-symbol simplified LUT (MSS-LUT)-based DPD, by pruning the LUT entries via the pre-fixed threshold. Meanwhile, we jointly optimize the modulation depth and the clipping ratio to maximize the performance of the proposed MSS-LUT-based DPD scheme. The effectiveness of the proposed MSS-LUT-based DPD scheme is experimentally verified, under the condition of C-band four-level pulse amplitude modulation format (PAM-4) back-to-back (B2B) transmission with variable baud rates and memory lengths. When 100 GBaud/lambda PAM-4 is transmitted, the size of MSS-LUT is reduced by 91.4%. This value is in comparison with the case of a full-size LUT with a memory length of 5 (LUT-5), together with only a 0.3 dB penalty of received optical power (ROP).
引用
收藏
页码:158 / 165
页数:8
相关论文
共 35 条
  • [1] Net 300 Gbps/λ Transmission Over 2 km of SMF With a Silicon Photonic Mach-Zehnder Modulator
    Alam, Md Samiul
    Li, Xueyang
    Jacques, Maxime
    Berikaa, Essam
    Koh, Ping-Chiek
    Plant, David, V
    [J]. IEEE PHOTONICS TECHNOLOGY LETTERS, 2021, 33 (24) : 1391 - 1394
  • [2] [Anonymous], 2017, Standard IEEE 802.3bs-2017
  • [3] Detection of High Baud-Rate Signals With Pattern Dependent Distortion Using Hidden Markov Modeling
    Bakhshali, A.
    Chan, W. -Y.
    Rezania, A.
    Cartledge, J. C.
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2017, 35 (13) : 2612 - 2621
  • [4] Nonlinear Digital Pre-distortion of Transmitter Components
    Berenguer, Pablo Wilke
    Noelle, Markus
    Molle, Lutz
    Raman, Talha
    Napoli, Antonio
    Schubert, Colja
    Fischer, Johannes Karl
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2016, 34 (08) : 1739 - 1745
  • [5] Low-Complexity Multi-Symbol Multi-Modulus Weighted Lookup Table Predistortion in UWOC System
    Chen, Hui
    Niu, Wenqing
    Li, Jiali
    Zhao, Yiheng
    Shi, Jianyang
    Zhang, Junwen
    He, Zhixue
    Chi, Nan
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2022, 40 (13) : 4224 - 4236
  • [6] Transmitter Optimization for PS-QAM Signal in High Spectral Efficiency Metro-Transmission
    Chen, Zexin
    He, Zonglong
    Mirani, Ali
    Schroder, Jochen
    Andrekson, Peter
    Karlsson, Magnus
    Xiang, Meng
    Yu, Yu
    Tang, Ming
    Qin, Yuwen
    Fu, Songnian
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2023, 41 (09) : 2736 - 2746
  • [7] C-band 100-GBaud/λ PAM-4 transmission enabled by hardware-efficient nonlinear equalizer with weight-sharing pruning
    Cheng, Wenzhuo
    Xiang, Meng
    Yang, Hailin
    Huo, Xuancheng
    Ma, Yunhe
    Li, Jianping
    Fu, Songnian
    Qin, Yuwen
    [J]. OPTICS LETTERS, 2023, 48 (02) : 351 - 354
  • [8] Gao J. C., 2016, IEEE Photon. Technol. Lett., V29, P35
  • [9] He Z., 2020, Paper Tu1D.6.
  • [10] Periodicity-Enabled Size Reduction of Symbol Based Predistortion for High-Order QAM
    He, Zonglong
    Song, Jinxiang
    Vijayan, Kovendhan
    Hager, Christian
    Graell i Amat, Alexandre
    Wymeersch, Henk
    Andrekson, Peter A.
    Karlsson, Magnus
    Schroder, Jochen
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2022, 40 (18) : 6168 - 6178