Yuyang Liu

Dr. Yuyang Liu


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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15 September 2023 in Photonics
Verified
Journal Article
Open access
PDF file
KLKai Lv
Kai Lv
CYChao Yu
Chao Yu
HLHao Liu
Hao Liu
AZAnxu Zhang
Anxu Zhang
LFLipeng Feng
Lipeng Feng
XWXishuo Wang
Xishuo Wang
This paper proposes a novel method to improve the anti-dispersion ability of the all-optical orthogonal frequency division multiplexing (AO-OFDM) system. By replacing the Sinc-shaped filter with a Gauss-shaped filter for sub-carrier generation and inserting a cyclic prefix (CP), the impact of dispersion on the system can be significantly mitigated. Formula derivation and numerical analysis of the pulse-shaping function of the AO-OFDM system in the time domain for each cycle indicated that the pulse-shaping function generated by the Gauss-shaped filter was less affected by the dispersion effect than that of the Sinc-shaped filter. Meanwhile, less inter-carrier crosstalk between carriers was also observed. After carrying out system transmission simulations employing these two different filters, we found that the AO-OFDM system based on the Gauss-shaped filter could greatly improve the anti-dispersion ability compared with the system based on a Sinc-shaped filter. When the parameter settings in both schemes were identical, that is, the number of subcarriers was 32 and the power of a single subcarrier was −13 dBm, the bit error rate (BER) of the system based on the proposed Gauss-shaped filter after 60 km SMF transmission was only 1.596 × 10−3, while the BER of the traditional Sinc-shaped filter based system scheme was as high as 8.545 × 10−2.

1 January 2025
Verified
Conference Paper
Closed access
PDF file
YLYuyang Liu
Yuyang Liu
AZAnxu Zhang
Anxu Zhang
XWXishuo Wang
Xishuo Wang
LFLipeng Feng
Lipeng Feng
KLKai Lv
Kai Lv
JLJunjie Li
Junjie Li
We have conducted 175 billion parameters, 1024 GPUs large language model training with up to 99.41% (Pipeline parallel, PP) and 98.95% (Data parallel, DP) training efficiency in two distributed datacenters with an interconnection distance of 120km carried by 800Gbit/s C plus L WDM in the field-deployed high-reliability optical transport network.

14 March 2023 in Photonics
Verified
Journal Article
Open access
PDF file
KLKai Lv
Kai Lv
HLHao Liu
Hao Liu
AZAnxu Zhang
Anxu Zhang
LFLipeng Feng
Lipeng Feng
XSXia Sheng
Xia Sheng
XHXiaoli Huo
Xiaoli Huo
In this paper, a method to suppress the impact of the nonlinear effects on an all optical orthogonal frequency division multiplexing (AO-OFDM) system is proposed. By inserting a guard interval (GI), the duty cycle of the optical signal in each symbol period of each subcarrier is decreased, thus generating a ‘zeroed’ temporal. By giving different time delays to the sub-carriers, these ‘zeroed’ temporals and optical signals of the adjacent sub-carriers are interleaved, which reduces the coincidence of the optical signals between the sub-carriers and eliminates the products of the four-wave mixing (FWM) effect to suppress the influence of the nonlinear effect on the system. The simulation results show that for an AO-OFDM system with 32 subcarriers, inserting GI and introducing different delays for each subcarrier can improve the transmission distance by 30 km or enhance the spectral efficiency by 16.7%, considering the 7% hard decision forward error correction (HD-FEC) threshold. Moreover, even when the number of subcarriers is up to 256 and the power of each subcarrier is as high as 0 dBm, our proposed signal optimization scheme can still guarantee that the BER can satisfy the 7% HD-FEC threshold.

17 January 2024 in Photonics
Verified
Journal Article
Open access
PDF file
AZAnxu Zhang
Anxu Zhang
YLYuyang Liu
Yuyang Liu
LFLipeng Feng
Lipeng Feng
HCHuan Chen
Huan Chen
YDYuting Du
Yuting Du
XHXiaoli Huo
Xiaoli Huo
Power unevenness, mainly induced by stimulated Raman scattering, has been a major problem in multi-band transmission systems, especially in the upcoming field-deployed 400 Gbit/s widened C band plus L band system for backbone long-haul and ultra-long-haul scenarios. To reduce the impact of power unevenness, we propose an automatic power optimization (APO) algorithm to guarantee reliable transmission for all channels, especially the channels at short wavelengths. The simulation results show that the power unevenness of output power after 5-span transmission in the C band is up to 11 dB before APO, while after APO is applied, it is greatly improved to less than 1.6 dB. To further investigate the performance of the APO scheme, we conduct a real-time 44 Tbit/s C+L transmission system over 1900 km G.654.E fiber utilizing 400 Gbit/s transponders. The experimental results show that the power unevenness has been effectively compensated from 12 dB to 4 dB in the entire 11 THz range, making the received optical signal-to-noise ratio relatively flat (3.4 dB). Moreover, the capacity and distance product of this system is 83.6 Pbit/s·km (44 Tbit/s × 1900 km), and to the best of our knowledge, this is a record capacity and distance product in the real-time single-mode fiber transmission system.