Author Affiliations
Abstract
1 School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China
2 Wuhan National Laboratory for Optoelectronics (WNLO) and National Engineering Laboratory for Next Generation Internet Access System, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China
In this paper, we present a fast mode decomposition method for few-mode fibers, utilizing a lightweight neural network called MobileNetV3-Light. This method can quickly and accurately predict the amplitude and phase information of different modes, enabling us to fully characterize the optical field without the need for expensive experimental equipment. We train the MobileNetV3-Light using simulated near-field optical field maps, and evaluate its performance using both simulated and reconstructed near-field optical field maps. To validate the effectiveness of this method, we conduct mode decomposition experiments on a few-mode fiber supporting six linear polarization (LP) modes (LP01, LP11e, LP11o, LP21e, LP21o, LP02). The results demonstrate a remarkable average correlation of 0.9995 between our simulated and reconstructed near-field light-field maps. And the mode decomposition speed is about 6 ms per frame, indicating its powerful real-time processing capability. In addition, the proposed network model is compact, with a size of only 6.5 MB, making it well suited for deployment on portable mobile devices.
deep learning lightweight neural network few-mode fiber mode decomposition 
Chinese Optics Letters
2024, 22(2): 020604
作者单位
摘要
复杂系统控制与智能协同技术重点实验室,北京 100074
不同类型的探测器在成像机理上有不同的侧重点,使得成像图像表征的信息也有所不同,导致单幅图像不能完整地反映场景的有效信息。因此,提取多源图像的互补信息,并去除其中的冗余信息,合成一幅能准确、完整表达场景的复合图像的技术成为了图像处理领域中一项非常重要的技术,图像融合正是这类问题的一种有效解决方法。针对传统多尺度分解的图像融合方法易产生噪声和信息缺失的现象,文中提出了一种基于多层级图像分解的红外与可见光图像融合算法。首先,利用加权平均曲率滤波的边缘保持特性与高斯滤波的平滑特性,构建了多层级图像分解模型。在利用该模型将源图像分解为小尺度层、大尺度层和基层等3个不同层级。然后,针对基层,采用能量属性融合策略进行融合;针对大尺度层,采用复合融合策略进行融合;针对小尺度层,采用最大值融合策略。最后,将融合后的层级进行加和,以重构出最终的融合图像。实验结果表明:文中提出的基于多层级图像分解的图像融合算法能够有效降低噪声产生的概率,同时减少了融合后的信息缺失。
红外与可见光图像 图像融合 加权平均曲率滤波 多层级图像分解 融合策略 infrared and visible image image fusion weighted mean curvature filtering multi-layer image decomposition fusion strategy 
红外与激光工程
2022, 51(8): 20210681
顾芳 1,*张加宏 2,3陈云云 1赵佳佳 1[ ... ]赵静 1
作者单位
摘要
1 南京信息工程大学物理与光电工程学院, 江苏 南京 210044
2 南京信息工程大学江苏省大气环境与装备技术协同创新中心, 江苏 南京 210044
3 南京信息工程大学江苏省气象探测与信息处理重点实验室, 江苏 南京 210044
基于单颗粒气溶胶吸湿增长模型,分别建立了亲水性和亲疏水性双颗粒凝聚气溶胶的吸湿增长模型,并利用离散偶极子近似方法计算了不同相对湿度时两种凝聚粒子的散射特性。结果表明: 在40%~90%湿度范围内,亲水性双颗粒凝聚气溶胶 [以氯化钠(NaCl)-硝酸钠(NaNO3)颗粒为例]的散射系数存在两次跃变,而散射系数跃变的位置和增幅与NaCl-NaNO3颗粒的体积比密切相关;二次潮解后,不同体积比的亲水性凝聚粒子的散射系数随相对湿度的增加均呈现出指数增长趋势,且NaNO3的体积分数越大,散射系数增长幅度越大。对于不同体积比的亲疏水性双颗粒凝聚粒子 (以NaCl-烟尘颗粒为例),散射系数随相对湿度的增加均呈现指数增长,NaCl的体积比越大,散射系数增长越快,而潮解后亲疏水性粒子的相对位置关系对凝聚粒子散射系数的影响较小。上述结果可为进一步研究多颗粒凝聚气溶胶的吸湿散射特性提供可靠的理论基础。
大气光学 光散射 双颗粒凝聚气溶胶 离散偶极子近似法 吸湿性 散射系数 
光学学报
2021, 41(3): 0301001
作者单位
摘要
1 南京信息工程大学物理与光电工程学院, 江苏 南京 210044
2 南京信息工程大学江苏省大气环境与装备技术协同创新中心, 江苏 南京 210044
3 南京信息工程大学江苏省气象探测与信息处理重点实验室, 江苏 南京 210044
为研究亲水性和疏水性气溶胶的吸湿性差异引起的散射特性差异,基于热力学原理和表面吸附理论分别建立了两类气溶胶的吸湿增长模型,并利用离散偶极子近似方法计算了相对湿度为40%~90%范围内两类气溶胶的散射性质。结果表明:亲水性粒子(以4种典型的无机盐为例)达到潮解点时,粒径随相对湿度的增大呈指数增长;而疏水性粒子(以烟尘为例)的粒径随着相对湿度的增加呈现非线性缓慢增长,该结果与实验测量值基本吻合。利用上述吸湿增长模型及实测的折射率-湿度增长规律,计算分析了在粒径为0.1~1.0 μm的范围内,相对湿度与气溶胶粒子散射增长因子的关系。研究发现,潮解后亲水性粒子散射增长因子呈指数增长,相对湿度为90%时,其值增大了几十倍,且氯化钠无机盐的散射因子增长曲线与实验结果吻合较好;而疏水性粒子的散射增长因子最大增至1.07,远小于亲水性粒子的数值。上述结果为气溶胶气候效应的评估、气溶胶浓度和大气能见度的精确测量提供了一定的理论支持。
大气光学 光散射 气溶胶 吸湿增长 离散偶极子近似法 散射增长因子 
光学学报
2020, 40(5): 0501001
作者单位
摘要
西北农林科技大学理学院, 陕西 咸阳 712100
针对高光谱图像在获取过程中存在多种不同程度退化的问题,提出一种基于张量截断核范数和空谱全变差正则化模型,实现了高光谱图像的超分辨重构。首先分析高光谱图像的两种先验信息:空谱低秩先验和空谱稀疏先验;利用空谱低秩先验建立基于张量截断核范数的低秩约束模型,实现对秩函数的准确逼近;利用空谱稀疏先验建立空谱全变差正则化模型,有效地保持图像的边缘信息;最后结合两种模型的优势,建立基于张量截断核范数和空谱全变差正则化的高光谱图像重构模型。实验结果表明新模型提高了视觉质量,与目前最新的超分辨率重构模型相比,本文方法的平均峰值信噪比提高了0.8 dB。新模型充分利用高光谱图像的空间和光谱稀疏低秩先验,针对模糊化和下采样后的高光谱图像,能够有效实现高光谱数据的超分辨率重构。
图像处理 高光谱图像 超分辨率重构 截断核范数 低秩约束 交替方向乘子法 
激光与光电子学进展
2019, 56(21): 211007
Author Affiliations
Abstract
1 Next Generation Internet Access National Engineering Laboratory (NGIA), School of Optical and Electronic Information, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhan 430074, China
2 Institute of Physics and Applied Physics, Yonsei University, Seoul 120-749, South Korea
3 School of EEE, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
We propose a novel waveguide design of a polarization-maintaining few mode fiber (PM-FMF) supporting 10 non-degenerate modes, utilizing a central circular air hole and a circumjacent elliptical-ring core. The structure endows a new degree of freedom to adjust the birefringence of all the guided modes, including the fundamental polarization mode. Numerical simulations demonstrate that, by optimizing the air hole and elliptical-ring core, a PM-FMF supporting 10 distinctive polarization modes has been achieved, and the effective index difference Δneff between the adjacent guided modes could be kept larger than 1.32×10 4 over the whole C+L band. The proposed fiber structure can be flexibly tailored to support an even larger number of modes in PM-FMF (14-mode PM-FMF has been demonstrated as an example), which can be readily applicable to a scalable mode division multiplexing system.
Fibers, polarization-maintaining Fiber properties Fiber design and fabrication Fiber optics communications 
Photonics Research
2017, 5(3): 03000261
Author Affiliations
Abstract
1 Wuhan National Lab for Optoelectronics (WNLO) & National Engineering Laboratory for Next Generation Internet Access System, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, 430074, China
2 State Key Laboratory of Advanced Optical Communication Systems and Network, Shanghai Jiao Tong University, Shanghai, 200240, China
3 State Key Laboratory of Optical fiber and Cable Manufacture Technology, Yangtze Optical fiber and Cable Joint Stock Limited Company (YOFC), Wuhan, 430073, China
We experimentally demonstrate a real-time quasi-full-duplex 400G/300G optical interconnection over 20 km multicore fibers (MCFs), using 10G-class transponders operated in the C-band. Optical delay interferometer (ODI)-based optical frequency equalization is applied to mitigate chirp and dispersion induced impairments, so that the tolerance to inter-symbol interference (ISI) can be enhanced, thus enabling 4×25 Gb/s on-off keying (OOK) transmission per core over severely limited bandwidth channels. Real-time bit error ratio (BER) performances of the bidirectional 400 Gb/s transmission are measured without using extra digital signal processing (DSP) or electrical equalization, which ensures low complexity and less power consumption.
060.0060 Fiber optics and optical communications 060.4510 Optical communications 
Chinese Optics Letters
2017, 15(8): 080602
Author Affiliations
Abstract
1 Hubei Key Laboratory of Intelligent Wireless Communications, College of Electronics and Information Engineering, South-central University for Nationalities, Wuhan, Hubei 430074, China
2 Wuhan National Laboratory for Optoelectronics (WNLO), School of Physics, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
Wepresent a novel method for engineering ultra-flattened-dispersion photonic crystal fibers with uniform air holes by rotations of inner air-hole rings around the fiber core. By choosing suitable rotation angles of each inner ring, theoretical results show that normal, anomalous, and nearly zero ultra-flattened-dispersion fibers in wide spectra ranges of interest can be obtained alternatively. Moreover, in our dispersion sensitive analysis, these types of fibers are robust to variations from optimal design parameters. The method is suitable for the accurate adjustment of fiber dispersion within a small range, which would be valuable for the fabrication of ultra-flattened-dispersion fibers and also have potential applications in wide-band high-speed optical communication systems.
Photonic crystal fibers Fiber properties Fiber design and fabrication 
Photonics Research
2014, 2(2): 02000059
Author Affiliations
Abstract
In this study, we propose that by diminishing only the pitch of the innermost air-holes-ring of a HF1 photonic crystal fiber, both an effective mode area up to 100 μm2 at 1.55 μm wavelength and nearly zero dispersion of 0.2 ± 1 ps/(km·nm) within a spectrum range of 1.23–1.65 μm can be achieved simultaneously. Because only one parameter is needed to be tuned in the proposed design scheme, the fiber would be easier to be fabricated compared to other fibers using either multiple changing parameters or additional kinds of materials and would have potential applications in optical communications.
060.5295 Photonic crystal fibers 060.2270 Fiber characterization 060.2430 Fibers, single-mode 060.2280 Fiber design and fabrication 
Chinese Optics Letters
2014, 12(s1): S10607

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