Qi Wu 1,2,3Zhaopeng Xu 1,*Yixiao Zhu 2,*Tonghui Ji 1[ ... ]Weisheng Hu 1,2
Author Affiliations
Abstract
1 Peng Cheng Laboratory, Shenzhen, China
2 Shanghai Jiao Tong University, State Key Laboratory of Advanced Optical Communication Systems and Networks, Department of Electronic Engineering, Shanghai, China
3 University of L’Aquila, Department of Physical and Chemical Sciences, L’Aquila, Italy
We propose a joint look-up-table (LUT)-based nonlinear predistortion and digital resolution enhancement scheme to achieve high-speed and low-cost optical interconnects using low-resolution digital-to-analog converters (DACs). The LUT-based predistortion is employed to mitigate the pattern-dependent effect (PDE) of a semiconductor optical amplifier (SOA), while the digital resolution enhancer (DRE) is utilized to shape the quantization noise, lowering the requirement for the resolution of DAC. We experimentally demonstrate O-band intensity modulation and direct detection (IM/DD) transmission of 124-GBd 4 / 6-level pulse-amplitude modulation ( PAM ) -4 / 6 and 112-GBd PAM-8 signals over a 2-km standard single-mode fiber (SSMF) with 3 / 3.5 / 4-bit DACs. In the case of 40-km SSMF transmission with an SOA-based preamplifier, 124-GBd on-off-keying (OOK)/PAM-3/PAM-4 signals are successfully transmitted with 1.5 / 2 / 3-bit DACs. To the best of our knowledge, we have achieved the highest net data rates of 235.3-Gb / s PAM-4, 289.7-Gb / s PAM-6, and 294.7 Gb / s PAM-8 signals over 2-km SSMF, as well as 117.6-Gb / s OOK, 173.8-Gb / s PAM-3, and -231.8 Gb / s PAM-4 signals over 40-km SSMF, employing low-resolution DACs. The experimental results reveal that the joint LUT-based predistortion and DRE effectively mitigate the PDE and improve the signal-to-quantization noise ratio by shaping the noise. The proposed scheme can provide a powerful solution for low-cost IM/DD optical interconnects beyond 200 Gb / s.
look-up-table digital resolution enhancer quantization noise semiconductor optical amplifier pattern-dependent effect pulse-amplitude modulation 
Advanced Photonics Nexus
2024, 3(3): 036007
Author Affiliations
Abstract
Shanghai Jiao Tong University, State Key Laboratory of Advanced Optical Communication Systems and Networks, Department of Electronic Engineering, Shanghai, China
Optical networks are evolving toward ultrawide bandwidth and autonomous operation. In this scenario, it is crucial to accurately model and control optical power evolutions (OPEs) through optical amplifiers (OAs), as they directly affect the signal-to-noise ratio and fiber nonlinearities. However, a fundamental contradiction arises between the complex physical phenomena in optical transmission and the required precision in network control. Traditional theoretical methods underperform due to ideal assumptions, while data-driven approaches entail exorbitant costs associated with acquiring massive amounts of data to achieve the desired level of accuracy. In this work, we propose a Bayesian inference framework (BIF) to construct the digital twin of OAs and control OPE in a data-efficient manner. Only the informative data are collected to balance the exploration and exploitation of the data space, thus enabling efficient autonomous-driving optical networks (ADONs). Simulations and experiments demonstrate that the BIF can reduce the data size for modeling erbium-doped fiber amplifiers by 80% and Raman amplifiers by 60%. Within 30 iterations, the optimal controlling performance can be achieved to realize target signal/gain profiles in links with different types of OAs. The results show that the BIF paves the way to accurately model and control OPE for future ADONs.
optical fiber communications digital twin Bayesian inference optical amplifiers autonomous-driving optical networks 
Advanced Photonics
2024, 6(2): 026006
Qi Wu 1,2Yixiao Zhu 2,4,*Xueyang Li 1,5,*Hexun Jiang 2[ ... ]Weisheng Hu 1,2
Author Affiliations
Abstract
1 Peng Cheng Laboratory, Shenzhen 518055, China
2 State Key Laboratory of Advanced Communication Systems and Networks, Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
3 School of Electronics and Information Technology and Guangdong Provincial Key Laboratory of Optoelectronic Information Processing Chips and Systems, Sun Yat-sen University, Guangzhou 510006, China
4 e-mail: yixiaozhu@sjtu.edu.cn
5 e-mail: xueyang.li@pcl.ac.cn
Data centers, the engines of the global Internet, rely on powerful high-speed optical interconnects. In optical fiber communication, classic direct detection captures only the intensity of the optical field, while the coherent detection counterpart utilizes both phase and polarization diversities at the expense of requiring a narrow-linewidth and high-stability local oscillator (LO). Herein, we propose and demonstrate a four-dimensional Jones-space optical field recovery (4-D JSFR) scheme without an LO. The polarization-diverse full-field receiver structure captures information encoded in the intensity and phase of both polarizations, which can be subsequently extracted digitally. To our knowledge, our proposed receiver achieves the highest electrical spectral efficiency among existing direct detection systems and potentially provides similar electrical spectral efficiency as standard intradyne coherent detection systems. The fully recovered optical field extends the transmission distance beyond the limitations imposed by fiber chromatic dispersion. Moreover, the LO-free advantage makes 4-D JSFR suitable for photonic integration, offering a spectrally efficient and cost-effective solution for massively parallel data center interconnects. Our results may contribute to the ongoing developments in the theory of optical field recovery and the potential design considerations for future high-speed optical transceivers.
Photonics Research
2024, 12(3): 399
Author Affiliations
Abstract
Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai, China
Chaotic optical communication has shown large potential as a hardware encryption method in the physical layer. As an important figure of merit, the bit rate–distance product of chaotic optical communication has been continually improved to 30 Gb/s × 340 km, but it is still far from the requirement for a deployed optical fiber communication system, which is beyond 100 Gb/s × 1000 km. A chaotic carrier can be considered as an analog signal and suffers from fiber channel impairments, limiting the transmission distance of high-speed chaotic optical communications. To break the limit, we propose and experimentally demonstrate a pilot-based digital signal processing scheme for coherent chaotic optical communication combined with deep-learning-based chaotic synchronization. Both transmission impairment recovery and chaotic synchronization are realized in the digital domain. The frequency offset of the lasers is accurately estimated and compensated by determining the location of the pilot tone in the frequency domain, and the equalization and phase noise compensation are jointly performed by the least mean square algorithm through the time domain pilot symbols. Using the proposed method, 100 Gb / s chaotically encrypted quadrature phase-shift keying (QPSK) signal over 800 km single-mode fiber (SMF) transmission is experimentally demonstrated. In order to enhance security, 40 Gb / s real-time chaotically encrypted QPSK signal over 800 km SMF transmission is realized by inserting pilot symbols and tone in a field-programmable gate array. This method provides a feasible approach to promote the practical application of chaotic optical communications and guarantees the high security of chaotic encryption.
chaotic optical communication physical layer security deep learning digital signal processing 
Advanced Photonics Nexus
2024, 3(1): 016003
作者单位
摘要
上海交通大学, 上海200240
传统的可见光通信(VLC)调光方案利用冗余的补偿符号实现调光控制, 导致传输效率低。为了提高VLC系统传输效率, 提出一种基于整形极化码的调光控制方案, 通过预编码器改变码字中“1”出现的概率, 从而在无需添加冗余补偿符号的情况下实现调光控制功能。实验结果表明: 相比通过补偿符号实现调光控制的极化码方案, 整形极化码方案具备更高的传输效率和更好的纠错性能, 在25%和12.5%这2种典型的调光率场景中, 编码增益至少可以分别达到1.9 dB和3.3 dB。
调光控制 极化码 可见光通信 dimming control, polarization codes, visible light 
光通信技术
2022, 48(2): 24
Author Affiliations
Abstract
State Key Laboratory of Advanced Optical Communication Systems and Networks, Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
A spectrally sliced heterodyne coherent receiver (SHCR) employing four balanced photodetectors and analog-to-digital converters with half of the signal bandwidth is proposed to complete the signal reception and field recovery. We first numerically characterize the performance of SHCR compared with an intradyne coherent receiver and then validate the principle of the SHCR in a proof-of-concept single-polarization experiment. A 60 GBaud 16-quadrature amplitude modulation transmission is experimentally demonstrated over 80 km standard single-mode fiber with a bit-error-rate of 8.5×10-4 below the 7% hard-decision forward error correction threshold of 3.8×10-3. The SHCR offers a low-cost, hybrid-free, and channel-skew-tolerant candidate for data center interconnects.
sliced heterodyne coherent receiver heterodyning spectral slicing electrical bandwidth 
Chinese Optics Letters
2022, 20(9): 090601
作者单位
摘要
1 浙江工业大学计算机科学与技术学院, 浙江 杭州 310023
2 浙江工业大学信息工程学院, 浙江 杭州 310023
3 上海交通大学区域光纤通信网与新型光通信系统国家重点实验室, 上海 200240
针对相干光偏移正交调幅技术的多载波滤波器组传输(CO-FBMC/OQAM)系统,提出一种基于导频的时域相位噪声补偿算法。建立一个时域相位噪声补偿模型,即相位噪声用时域扩展的离散余弦变换(DCT)近似,相位噪声包括公共相位误差(CPE)和非CPE相位噪声,它们均可通过估计DCT系数来获得。为了计算这些DCT系数,先用基于导频的扩展卡尔曼滤波(EKF)估计CPE,然后将CPE补偿后一部分判决错误概率较高的数据舍弃,仅保留余下的CPE补偿后数据进行预判决用以预估发送端数据,最后在波特率为32 GBaud的背对背CO-FBMC/OQAM系统中对所提算法进行仿真验证。结果表明,对比一种改进的盲相位搜索(M-BPS)算法,所提算法仅有0.5%~2.0%的频谱效率下降。针对64阶QAM、子载波数M=256或512的系统,所提算法的线宽延迟乘积容忍度仍远大于M-BPS算法,但其复杂度仅为M-BPS算法的1/2。
光通信 相干光通信系统 偏移正交调幅技术的多载波滤波器组 基于导频的时域相位噪声补偿 载波间干扰 离散余弦变换 
光学学报
2022, 42(4): 0406003
作者单位
摘要
1 福州大学 物理与信息工程学院, 福州 350116
2 上海交通大学 区域光纤通信网与新型光通信系统国家重点实验室, 上海 200240
现有存储转发(SnF)调度方法的计算复杂度高、状态维护难度大, 严重制约了其在大数据传输领域的应用, 且传统全局建模导致调度问题中出现大量冗余状态。针对此问题, 提出了一种基于时移多层图(TS-MLG)的网络状态融合调度方法。该方法通过对预选路径的状态融合, 减少了冗余状态, 提高了算法的调度效率。仿真结果表明: 相比传统调度方法, 该方法的计算时间短、调度性能好, 且状态维护数量少, 能够为大规模网络提供实时、高效的调度服务。
大数据传输 数据中心间互联网络 波长路由 存储 调度方法 big data transmission inter-data center networks wavelength routing storage scheduling method 
光通信技术
2020, 44(9): 52
Author Affiliations
Abstract
State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, China
We propose a general guideline on the design of a stimulated Brillouin scattering (SBS)-based microwave photonic filter (MPF) using a directly modulated pump. Filter gain profiles and passband ripples with waveform repetition periods of the driving current ranging from 2 to 100 ns are measured after the transmission of different fiber lengths. The results show that the filter performance has nothing to do with the fiber length, and the digital-to-analog converter bandwidth requirement for the driving current is no more than 500 MHz. Therefore, the low cost, flexible reconfiguration, and miniaturization characteristics make an SBS filter using a directly modulated pump a promising choice as an MPF.
060.5625 Radio frequency photonics 290.5900 Scattering, stimulated Brillouin 060.2330 Fiber optics communications 060.4080 Modulation 
Chinese Optics Letters
2019, 17(6): 060603
郭栋 1邹长铃 2任宏亮 1,3,*卢瑾 1[ ... ]胡卫生 3
作者单位
摘要
1 浙江工业大学信息工程学院, 浙江 杭州 310023
2 中国科学技术大学量子信息与量子科技前沿协同创新中心, 安徽 合肥 230026
3 上海交通大学区域光纤通信网与新型光通信系统国家重点实验室, 上海 200240
通过测量光热振荡周期可以检测出CaF2光学微谐振腔腔体与环境之间的热耗散率,然而多个振荡周期与热耗散率呈非线性关系,无法利用某个振荡周期值有效测量热耗散率。使用一种基于反向传播人工神经网络的传感数据测量模型,通过测量振荡周期值,实现了热耗散率的有效测量,优化了神经网络参数,提高了热耗散率测量精度。数值仿真结果表明,该方法可有效测量CaF2光学微谐振腔的热耗散率,对实现基于光学微腔的热参量探测具有重要意义。
光热振荡 热耗散率 振荡周期 人工神经网络 
光学学报
2019, 39(5): 0512004

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