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Interfacial charge redistribution at multi-phase boundaries for efficient electrocatalytic ammonia synthesis and high-power Zn-NO_(3)^(-)batteries
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作者 Xinyu Zhao Xiaoxiao Zou +4 位作者 Bohuai Pang Hang Ma Qing Liu Lilian Wang Hong Guo 《Journal of Energy Chemistry》 2025年第12期306-315,I0009,共11页
The nitrate reduction via electrochemical catalysis offers an environmentally friendly method for sustainable ammonia production and wastewater remediation.However,conventional Co-based catalysts suffer from a major l... The nitrate reduction via electrochemical catalysis offers an environmentally friendly method for sustainable ammonia production and wastewater remediation.However,conventional Co-based catalysts suffer from a major limitation:their nitrate(NO_(3)^(-))adsorption capacity remains weak.This drawback severely restricts their catalytic efficiency.To overcome this limitation,we synthesized a triphasic interface material(Cu/Co/CoO@C)via rapid joule heating and elucidated its performance-enhancing mechanisms.The exceptional catalytic performance originates from the phase interface-induced multiscale structural regulation.At the microscopic scale,electronic structure modulation through interfacial charge redistribution between Cu and Co/CoO significantly reduces intermediate adsorption energies.Co 3d and O 2p orbitals coupling generates a localized polarized electric field,enhancing NO_(3)^(-)activation.At the macroscopic scale,defect-rich structures improve mass transfer and expose abundant active sites.With the Cu/Co/CoO@C,the yield of NH_(3) is achieved to 2.03 mmol h^(-1)cm^(-2)(-0.4 V vs.RHE,Faradaic efficiency(FE)98.4%).The assembled Zn-NO_(3)^(-)battery delivered a maximum power density of 52.09 mW cm^(-2)and a NH_(3) production rate of 297.5μmol h^(-1)cm^(-2)(FE 95.4%).Based on these results,this work offers new insights into multiphase interface design. 展开更多
关键词 multi-phase interface Electronic modulation P-d orbital coupling Core-satellite structure Zn-NO_(3)^(-)battery
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An optical modulation format generation scheme based on spectral filtering and frequency-to-time mapping
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作者 张爱玲 张悦 +2 位作者 宋红云 姚远 潘洪刚 《Optoelectronics Letters》 EI 2018年第1期36-39,共4页
An optical modulation format generation scheme based on spectral filtering and frequency-to-time mapping is experimentally demonstrated. Many modulation formats with continuously adjustable duty radio and bit rate can... An optical modulation format generation scheme based on spectral filtering and frequency-to-time mapping is experimentally demonstrated. Many modulation formats with continuously adjustable duty radio and bit rate can be formed by changing the dispersion of dispersion element and the bandwidth of shaped spectrum in this scheme. In the experiment, non-return-to-zero(NRZ) signal with bit rate of 29.41 Gbit/s and 1/2 duty ratio return-to-zero(RZ) signal with bit rate of 13.51 Gbit/s are obtained. The maximum bit rate of modulation format signal is also analyzed. 展开更多
关键词 NRZ An optical modulation format generation scheme based on spectral filtering and frequency-to-time mapping
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Linear correlations of formation enthalpies/bulk modules and atomic volumes observed in Pt-Zr compounds by ab initio calculation 被引量:3
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作者 白雪 李家好 +1 位作者 戴叶 柳百新 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第12期3704-3713,共10页
118 kinds of Pt-Zr phases were established and investigated by considering various structures. Then the related physical properties, such as structural stability, lattice constants, formation enthalpies, elastic const... 118 kinds of Pt-Zr phases were established and investigated by considering various structures. Then the related physical properties, such as structural stability, lattice constants, formation enthalpies, elastic constants and bulk moduli, are obtained by ab initio calculations. Based on the calculated results of formation enthalpies, the ground-state convex hull is derived for the Pt-Zr system. The calculated physical data would provide a basis for further thermodynamic calculations and atomistic simulations. For these Pt-Zr compounds, it is found there are a positive linear correlation between the formation enthalpies and atomic volumes, and a negative linear correlation between the bulk modules and atomic volumes. 展开更多
关键词 Pt-Zr system thermal properties elastic property ab initio calculations formation enthalpy bulk module atomic volume
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Efficient and Stable Inverted Perovskite Solar Modules Enabled by Solid-Liquid Two-Step Film Formation
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作者 Juan Zhang Xiaofei Ji +13 位作者 Xiaoting Wang Liujiang Zhang Leyu Bi Zhenhuang Su Xingyu Gao Wenjun Zhang Lei Shi Guoqing Guan Abuliti Abudula Xiaogang Hao Liyou Yang Qiang Fu Alex K.‑Y.Jen Linfeng Lu 《Nano-Micro Letters》 SCIE EI CAS CSCD 2024年第9期571-582,共12页
A considerable efficiency gap exists between large-area perovskite solar modules and small-area perovskite solar cells.The control of forming uniform and large-area film and perovskite crystallization is still the mai... A considerable efficiency gap exists between large-area perovskite solar modules and small-area perovskite solar cells.The control of forming uniform and large-area film and perovskite crystallization is still the main obstacle restricting the efficiency of PSMs.In this work,we adopted a solid-liquid two-step film formation technique,which involved the evaporation of a lead iodide film and blade coating of an organic ammonium halide solution to prepare perovskite films.This method possesses the advantages of integrating vapor deposition and solution methods,which could apply to substrates with different roughness and avoid using toxic solvents to achieve a more uniform,large-area perovskite film.Furthermore,modification of the NiO_(x)/perovskite buried interface and introduction of Urea additives were utilized to reduce interface recombination and regulate perovskite crystallization.As a result,a large-area perovskite film possessing larger grains,fewer pinholes,and reduced defects could be achieved.The inverted PSM with an active area of 61.56 cm^(2)(10×10 cm^(2)substrate)achieved a champion power conversion efficiency of 20.56%and significantly improved stability.This method suggests an innovative approach to resolving the uniformity issue associated with large-area film fabrication. 展开更多
关键词 Inverted perovskite solar cells Perovskite solar modules Two-step film formation CRYSTALLIZATION Defect passivation
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Turing topologies regulate interfacial microenvironments for industrial-level CO_(2)-to-formate electrosynthesis
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作者 Suxin Bai Min Kuang Jianping Yang 《Rare Metals》 2025年第8期5898-5901,共4页
Achieving industrial-level electrochemical CO_(2)reduction to formate remains a significant challenge due to limitations in catalyst selectivity and interfacial proton management at high current densities.In a recent ... Achieving industrial-level electrochemical CO_(2)reduction to formate remains a significant challenge due to limitations in catalyst selectivity and interfacial proton management at high current densities.In a recent study,Prof.Guo and colleagues report the development of Turingstructured electrocatalysts,which incorporate reaction-diffusion-inspired topologies to engineer mesoscale surface patterns.This design enables precise modulation of the interfacial microenvironment,enhancing CO_(2)activation and suppressing competing hydrogen evolution.The resulting catalysts achieve efficient and stable CO_(2)-to-formate conversion under industrially relevant conditions,offering a promising strategy for scalable carbon-neutral chemical production. 展开更多
关键词 co formate electrosynthesis interfacial microenvironments precise modulation interfacial microenvironmentenhancing turing topologies reaction diffusion inspired topologies turingstructured electrocatalystswhich catalyst selectivity interfacial proton management
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Video Format Conversion Chip Design 被引量:1
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作者 王栋 Wang +4 位作者 Wei Xu Xiaoming LU Yue 《High Technology Letters》 EI CAS 2002年第4期51-55,共5页
This paper introduces the design of an IC, which is capable of cross-converting between various DTV(digital television) standards, up to the HDTV (high definition television) resolution. A multi-phase FIR-based filter... This paper introduces the design of an IC, which is capable of cross-converting between various DTV(digital television) standards, up to the HDTV (high definition television) resolution. A multi-phase FIR-based filtering algorithm is developed to perform the video scaling task. A dedicated fast SDRAM interface is designed, providing an economical high-density storage for frame buffer. Film material pre-processing and frame/field rate up-conversion are implemented in the memory control block. All the programmable parameters, such as the filter properties, can be set dynamically at run-time through an I2C interface, making the IC a very flexible system. This design has been verified through an FPGA emulation system. 展开更多
关键词 video format CONVERSION multi-phase FIR HDTV
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Mechanism of the Large Surface Deformation Caused by Rayleigh-Taylor Instability at Large Atwood Number 被引量:1
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作者 Yikai Li Akira Umemura 《Journal of Applied Mathematics and Physics》 2014年第10期971-979,共9页
Studying the dynamical behaviors of the liquid spike formed by Rayleigh-Taylor instability is important to understand the mechanisms of liquid atomization process. In this paper, based on the information on the veloci... Studying the dynamical behaviors of the liquid spike formed by Rayleigh-Taylor instability is important to understand the mechanisms of liquid atomization process. In this paper, based on the information on the velocity and pressure fields obtained by the coupled-level-set and volume-of- fluid (CLSVOF) method, we describe how a freed spike can be formed from a liquid layer under falling at a large Atwood number. At the initial stage when the surface deformation is small, the amplitude of the surface deformation increases exponentially. Nonlinear effect becomes dominant when the amplitude of the surface deformation is comparable with the surface wavelength (~0.1λ). The maximum pressure point, which results from the impinging flow at the spike base, is essential to generate a liquid spike. The spike region above the maximum pressure point is dynamically free from the bulk liquid layer below that point. As the descending of the maximum pressure point, the liquid elements enter the freed region and elongate the liquid spike to a finger-like shape. 展开更多
关键词 Fluid Mechanics multi-phase Flow RAYLEIGH-TAYLOR INSTABILITY SPIKE formation
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Further Stabilization and Power Density Improvement of Stack-Type Thermoelectric Power Generating Module with Biphasic Medium by Using Various Flexible Metals as Electrodes
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作者 Seiichi Deguchi Shoichiro Imaizumi +5 位作者 Hajime Arimura Keisuke Sawada Noriyuki Kobayashi Norifumi Isu Kenji Sakai Kentaro Kimoto 《Journal of Power and Energy Engineering》 2018年第11期78-86,共9页
In order to realize further stability of a stack-type thermoelectric power generating module (i.e. no electrical connections inside), flexible materials of metal springs and/or rods having restoring forces were instal... In order to realize further stability of a stack-type thermoelectric power generating module (i.e. no electrical connections inside), flexible materials of metal springs and/or rods having restoring forces were installed between lower-temperature-sides of thermoelectric elements. These flexible materials were expected to play three important roles of interpolating different thermal expansions of the module components, enlarging heat removal area and penetration of any media through themselves. Then, a low-boiling-point medium (i.e. NOVEC manufactured by 3M Japan Ltd.) was also applied for a high-speed direct heat removal via its phase change from the lower-temperature-sides of the thermoelectric elements in the proposing stack-type thermoelectric power generating module. No electrical disconnections inside the module were confirmed for more than 9 years of use, indicating further module stability. The power generating density was improved to about 120 mW·m-2 with SUS304 springs having 0.7 mm diameter. Increasing power generating density can be expected in terms of suitable selection of flexible metal with high Vickers hardness, cavities control on the spring surface, more vigorous multiphase flow with adding powders to the medium and optimization of the module configurations according to numerical simulations. 展开更多
关键词 Thermoelectric Power Generation Stack-Type modulE FLEXIBLE Section BIPHASIC MEDIUM Phase Change multi-phase Flow Heat Transfer Enhancement modulE STABILIZATION
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Investigation of Differently Modulated Optical Signals Transmission in HDWDM Systems
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作者 Aleksejs Udalcovs Vjaceslavs Bobrovs Girts Ivanovs 《Computer Technology and Application》 2011年第10期801-812,共12页
The authors' developed combined system model can be considered under the concept of next generation optical network (NGON) as a model for the future design of backbone networks. Such solution can be topical in the ... The authors' developed combined system model can be considered under the concept of next generation optical network (NGON) as a model for the future design of backbone networks. Such solution can be topical in the result of different telecom operators' optical networks convergence. In this case a necessity to transmit differently modulated signals over a single optical fiber even with different bit rates may occur. This research is performed with OptSim 5.2 simulation software that numerically solves nonlinear SchrOdinger equation. The authors have revealed the optimal parameter configuration for developed combined transmission systems and obtained in system's channels detected signals bit-error-rate (BER) correlation diagrams. They represent BER as a function from different system's parameters such as channel output power level, optical amplifier fixed output power level and system's channels allotment in C-band of ITU-T (Telecommunication Standardization Sector of the International Telecommunications Union) recommended spectral grid. As well as these obtained BER values were compared with the results for similar system, where instead of standard single mode fiber (according ITU-T Rec. G.652 D) optical signals are transmitted over non-zero dispersion shifted fiber (ITU-T Rec. G. 655). 展开更多
关键词 Wavelength division multiplexing (WDM) modulation formats BIT-ERROR-RATE
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Common interface for connecting of low profile biometric modules
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作者 Raul Sanchez-Reillo Luis Mengtbar-Pozo +1 位作者 Michael G. Lorenz Raul Alonso-Moreno 《通讯和计算机(中英文版)》 2009年第5期1-8,共8页
关键词 地质勘探 石油地质 计算机 API
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地球轨道参数振幅与深水环境白云石化强度波动
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作者 张奎华 张鹏飞 +1 位作者 苗卓伟 张倩 《古地理学报》 北大核心 2025年第1期141-152,共12页
显生宙的白云石化强度波动与地质历史时期重大地质事件存在高度关联性,且白云石化强度波动机制在镁、碳长期循环和气候长期变化等方面的研究中日益重要。本研究以渤海湾盆地中始新统沙三下亚段为例,针对高分辨率的X射线全岩衍射分析数... 显生宙的白云石化强度波动与地质历史时期重大地质事件存在高度关联性,且白云石化强度波动机制在镁、碳长期循环和气候长期变化等方面的研究中日益重要。本研究以渤海湾盆地中始新统沙三下亚段为例,针对高分辨率的X射线全岩衍射分析数据开展时间序列分析以及耦合关系分析,揭示出渤海湾盆地沙河街组深水白云石旋回中记录的斜率振幅调制周期。结合土耳其Van湖第四系白云石旋回和二叠纪与三叠纪之交白云石化事件,初步探讨了显生宙地层中不同时间尺度的深水白云石化强度波动趋势与天文旋回的耦合关系。基于沙三下亚段盐度演化特征分析,推测地球轨道参数的振幅调制作用可能通过气候、环境波动影响微生物生态压力以及流体温度与pH值波动强度,从而进一步调控显生宙轨道尺度的深水白云石化强度。本研究为“白云石问题”的探索提供了一个新颖的视角。 展开更多
关键词 白云石 天文旋回 振幅调制 微生物 沙河街组 渤海湾盆地
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电缆测压取样技术在海上油气田的应用
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作者 范光兵 张春海 《石化技术》 2025年第1期88-90,共3页
电缆测压取样技术在海上油气勘探评价过程中发挥了重要的作用,针对低孔、低渗、潜山花岗岩等裂缝储层的测压取样的难点,中海油服自主研发的EFDT仪器使用双封隔器模块已在海上多个潜山油气藏的勘探中应用。通过双封隔器测压取样技术的特... 电缆测压取样技术在海上油气勘探评价过程中发挥了重要的作用,针对低孔、低渗、潜山花岗岩等裂缝储层的测压取样的难点,中海油服自主研发的EFDT仪器使用双封隔器模块已在海上多个潜山油气藏的勘探中应用。通过双封隔器测压取样技术的特点、优缺点分析以及渤海地区某井的现场作业实例进行分析总结,对该测压取样技术在现场的进一步推广应用具有指导意义。 展开更多
关键词 测压取样技术 双封隔器模块 段塞流 优缺点 现场实例
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Advanced modulation formats for underwater visible light communications [Invited] 被引量:12
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作者 Nan Chi Meng Shi 《Chinese Optics Letters》 SCIE EI CAS CSCD 2018年第12期20-30,共11页
In this paper, we present a detailed comparison of applying three advanced modulation formats including carrierless amplitude and phase modulation(CAP), orthogonal frequency division multiplexing(OFDM), and discrete F... In this paper, we present a detailed comparison of applying three advanced modulation formats including carrierless amplitude and phase modulation(CAP), orthogonal frequency division multiplexing(OFDM), and discrete Fourier transform spread orthogonal frequency division multiplexing(DFT-S OFDM) in underwater visible light communication(UVLC) systems. Cascaded post-equalization schemes are suggested to compensate the system impairments. For the first time, a two-level post-equalizer is presented to mitigate the nonlinear effect and improve the system performance of UVLC. The first post-equalization is based on a novel recursive least square Volterra. These modulation formats are all experimentally demonstrated with corresponding digital signal processing(DSP) algorithms. The experimental results show that single carrier modulations including CAP and DFT-S OFDM can outperform OFDM. Our experiment results show that up to 3 Gb/s over a 1.2 m underwater visible light transmission can be achieved by using DFT-S OFDM 64 QAM and CAP-64. The measured bit error rate is well under the hard decision-forward error correction(HD-FEC) threshold of 3.8 × 10^(-3). 展开更多
关键词 Invited Advanced modulation formats for underwater visible light communications CAP QAM DFT
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Experimental demonstration and analysis of all-optical label swapping based on RZ-DQPSK/IRZ-ASK modulation format 被引量:2
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作者 YUAN Xue-guang ZHANG Jin-nan ZHANG Yang-an ZHANG Ming-lun HUANG Yong-qing REN Xiao-min 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2010年第1期101-105,共5页
A novel optical return zero differential quadrature phase shifted keying/inverse return zero amplitude shifted keying (RZ-DQPSFUIRZ-ASK) orthogonal modulation format scheme for all-optical label swapping is analyzed... A novel optical return zero differential quadrature phase shifted keying/inverse return zero amplitude shifted keying (RZ-DQPSFUIRZ-ASK) orthogonal modulation format scheme for all-optical label swapping is analyzed theoretically and experimentally. The transmission characteristics of RZ-DQPSK/IRZ-ASK modulation format transmission system are demonstrated. Results show that high extinction ratio is obtained for IRZ-ASK label signal while at the same time the all-optical label swapping, differential quadrature phase shifted keying (DQPSK) payload signal is hardly affected. It requires only 0.9 dB higher power penalty compared to 21.4 Gbit/s RZ-DQPSK modulation format and less than 2 dB transmission penalty after 60 km. The proposed scheme is a practical solution for meeting the data rate and cost-efficiency of the optical links simultaneously in future all-optical label swapping. 展开更多
关键词 DQPSK inverse return zero (IRZ) amplitude shifted keying (ASK) combine modulation formats
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Power distribution analysis for multiple modulation formats in an all-optical sampling wavelength division multiplexing system 被引量:2
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作者 于海 陈宏伟 +1 位作者 陈明华 谢世钟 《Chinese Optics Letters》 SCIE EI CAS CSCD 2013年第10期29-32,共4页
An optimal power distribution analysis for an all-optical sampling orthagonal frequency division multiplexing(OFDM) scheme with multiple modulation formats including diferential phase shift keyed(DPSK), diferential qu... An optimal power distribution analysis for an all-optical sampling orthagonal frequency division multiplexing(OFDM) scheme with multiple modulation formats including diferential phase shift keyed(DPSK), diferential quadrature phase shift keyed(DQPSK), and non-return-to-zero(NRZ) is proposed. The noise tolerances of different modulation formats are analyzed, and the optimal input power ratio between phase and intensity modulation formats for the best overall receiving performance is investigated under unchanged total input power. Moreover, this scheme can seamlessly coexist with the traditional WDM channel. 展开更多
关键词 OFDM DQPSK DPSK Power distribution analysis for multiple modulation formats in an all-optical sampling wavelength division multiplexing system
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A novel modulation format identification based on amplitude histogram space
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作者 Tianliang WANG Xiaoying LIU 《Frontiers of Optoelectronics》 EI CSCD 2019年第2期190-196,共7页
In this paper, we proposed a novel modulation format identification method for square M-quadrature amplitude modulation (M-QAM) signals which is based on amplitude histogram space of the incoming data after analog-to-... In this paper, we proposed a novel modulation format identification method for square M-quadrature amplitude modulation (M-QAM) signals which is based on amplitude histogram space of the incoming data after analog-to-digital conversion, chromatic dispersion com-pensation at the receiver. We demonstrated the identifica-tion of quadrature phase-shift keying (QPSK), 16-QAM, 64-QAM formats with an amplitude histogram space. Simulation results show that it achieve 100% identification accuracy when the incoming signal OSNR is 14 dB to identify the modulation format of QPSK, 16-QAM, and 64-QAM signals in digital coherent systems. The method has low complexity and small delay. 展开更多
关键词 modulation format IDENTIFICATION (MFI) AMPLITUDE HISTOGRAM SPACE high-order modulation format optical performance monitoring
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基于幅值密度特征的调制格式识别方法
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作者 周顺勇 胡琴 +2 位作者 陆欢 张航领 彭梓洋 《光通信技术》 北大核心 2025年第1期101-106,共6页
为了提升未来弹性光网络的性能,提出了一种基于幅值密度特征的调制格式识别方法。该方法将幅值密度特征作为改进的Mobile Net V2模型的输入,通过特征识别确定调制格式类型,并引入了归一化注意力机制(NAM),实现对传输信号调制格式的精准... 为了提升未来弹性光网络的性能,提出了一种基于幅值密度特征的调制格式识别方法。该方法将幅值密度特征作为改进的Mobile Net V2模型的输入,通过特征识别确定调制格式类型,并引入了归一化注意力机制(NAM),实现对传输信号调制格式的精准识别。在28 GBaud正交相移键控(QPSK)、8电平正交幅度调制(8QAM)、16QAM、32QAM、64QAM和128QAM传输系统中验证了该方案的可行性。实验结果表明:每种调制格式在达到100%识别准确率时所需的最低光信噪比(OSNR)均低于其对应的20%前向纠错(FEC)阈值,而且,在较宽的OSNR范围内达到了99.62%的识别准确率;在存在残余色散的光网络中,该方案仍能保持较高的识别性能。 展开更多
关键词 调制格式识别 光通信 幅值密度特征 Mobile ViT 归一化注意力机制
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基于Stokes空间和Stacking模型的调制格式识别
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作者 刘昱 刘战胜 《光通信技术》 北大核心 2025年第3期108-113,共6页
为提高弹性光网络(EON)中调制格式识别(MFI)的准确性与鲁棒性,提出一种基于Stokes空间和Stacking模型的MFI方法。该方法通过核密度估计提取Stokes空间三轴的一维概率分布特征,构建240维特征向量;采用遗传算法优化Stacking模型的基模型... 为提高弹性光网络(EON)中调制格式识别(MFI)的准确性与鲁棒性,提出一种基于Stokes空间和Stacking模型的MFI方法。该方法通过核密度估计提取Stokes空间三轴的一维概率分布特征,构建240维特征向量;采用遗传算法优化Stacking模型的基模型与元模型组合,并利用贝叶斯优化调参,提升模型在低信噪比下的分类性能。仿真结果表明:在5~30dB光信噪比(OSNR)范围内,模型宏平均受试者工作特征曲线下的面积(AUC)为1,对偏振分复用-二进制相移键控(PDM-BPSK)、偏振分复用-四进制相移键控(PDM-QPSK)等调制格式的识别准确率超过98.5%,平均准确率较XGboost、Tabnet等对比模型提升2.05%~5.63%,且在OSNR为18dB时即可实现100%识别精度。 展开更多
关键词 弹性光网络 调制格式识别 集成学习 光信噪比
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Optimal modulation formats for 2560 km optical transmission with low power penalty
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作者 CHEN Yong ZHANG Feng +5 位作者 CAO Jihong QIN Xi LU Bo LU Dan CHEN Ming JIAN Shuisheng 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2007年第2期209-213,共5页
The production mechanism of non-return-to-zero(NRZ),return-to-zero(RZ)and carrier suppressed return-to-zero(CSRZ)was analyzed theoretically in this paper.We compared the transmission performance of CSRZ with RZ and NR... The production mechanism of non-return-to-zero(NRZ),return-to-zero(RZ)and carrier suppressed return-to-zero(CSRZ)was analyzed theoretically in this paper.We compared the transmission performance of CSRZ with RZ and NRZ formats at 10 Gb/s system by numerical simulation.And we simulated the transmission model constructed with Erbium-doped fiber amplifier(EDFA)as the solo amplifier and the chirped fiber Bragg grating(CFBG)as the solo dispersion compensator used in the system.A practical 8x10 Gb/s 2560 km transmitted experiment was conducted in straight line with these different modulation formats mentioned above and the experiment results show very good agreement with the result of computer simulation.The CSRZ format is more effective than other formats in the system,and involved only 2.5 dB power penalty cost in the practical 2560 km error-free experiment.The results also show that CSRZ will help to optimize the transmitted results and reduce the transmitted penalty further. 展开更多
关键词 long haul optical transmission modulate formats CFBG ERROR-FREE low penalty
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基于ResNet50的光学性能监测研究
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作者 刘云飞 《工业控制计算机》 2025年第3期93-95,共3页
在强度调制直接检测系统中,提出了一种基于ResNet50网络的光学性能监测方案,该方案能够完成调制格式识别与光信噪比监测。针对直接检测系统中的三种主要调制格式进行了分析,包括二电平脉冲幅度调制(PAM2)、四电平脉冲幅度调制(PAM4)及... 在强度调制直接检测系统中,提出了一种基于ResNet50网络的光学性能监测方案,该方案能够完成调制格式识别与光信噪比监测。针对直接检测系统中的三种主要调制格式进行了分析,包括二电平脉冲幅度调制(PAM2)、四电平脉冲幅度调制(PAM4)及八电平脉冲幅度调制(PAM8)。在PAM2调制格式中,所提出的方法在宽OSNR范围内达到了100%的识别准确率。而对于PAM4与PAM8调制格式,同样在相应宽泛的OSNR范围内展现出良好的识别性能。然后进一步将OSNR监测视为分类任务,PAM2信号在13~26 dB、PAM4信号在22~31 dB、PAM8信号在26~35 dB的OSNR区间内,所提方法均实现了100%的识别准确率。 展开更多
关键词 光学性能监测 调制格式识别 光信噪比监测
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