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A Variational Multi-Scale Error Compensation Network for Single-Pixel Imaging 用于单像素成像的变量多尺度误差补偿网络
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-02 DOI: 10.1109/JPHOT.2024.3421574
Jian Lin;Qiurong Yan;Quan Zou;Shida Sun;Zhen Wei;Hua Du
Single-pixel imaging is an advanced computational imaging technique based on compressive sensing that offers higher signal-to-noise ratio and broader application scope compared to traditional imaging techniques. However, conventional reconstruction algorithms suffer from issues such as long processing time and low reconstruction accuracy during the sampling and reconstruction processes. Deep learning-based compressed reconstruction networks can circumvent the complex iterative computations of traditional algorithms and achieve fast, high-quality reconstruction. In this paper, we propose a Variational Multi-Scale Error Compensation Network (VMSE) based on variational autoencoders. VMSE designs an error compensation network to enhance the feature representation capability of the sampling reconstruction network. We employ multiple latent variables to generate error features at different scales in the intermediate layers of the error compensation network, compensating the reconstructed image. Additionally, we design a module that simultaneously learns in the spatial and frequency domains, which is used for upsampling and complementing the missing high-frequency information in the frequency domain. On the MNIST dataset, when the sampling rate is 0.025, VMSE achieved higher Peak Signal-to-Noise Ratio(PSNR) and Structural Similarity Index(SSIM) scores, especially with an SSIM score of 0.963, significantly surpassing Reconnet and DR2Net's scores of 0.930 and 0.920, respectively. This was further corroborated by practical experiments, where at low sampling rates, VMSE could reconstruct outlines more clearly compared to TVAL3.
单像素成像是一种基于压缩传感的先进计算成像技术,与传统成像技术相比,它具有更高的信噪比和更广的应用范围。然而,传统的重建算法在采样和重建过程中存在处理时间长、重建精度低等问题。基于深度学习的压缩重建网络可以规避传统算法复杂的迭代计算,实现快速、高质量的重建。本文提出了基于变异自动编码器的变异多尺度误差补偿网络(VMSE)。VMSE 设计了一个误差补偿网络,以增强采样重建网络的特征表示能力。我们采用多个潜变量,在误差补偿网络的中间层生成不同尺度的误差特征,对重建图像进行补偿。此外,我们还设计了一个同时在空间域和频率域学习的模块,用于上采样和补充频率域缺失的高频信息。在 MNIST 数据集上,当采样率为 0.025 时,VMSE 获得了更高的峰值信噪比(PSNR)和结构相似性指数(SSIM)得分,尤其是 SSIM 得分为 0.963,大大超过了 Reconnet 和 DR2Net 分别为 0.930 和 0.920 的得分。实际实验进一步证实了这一点,在低采样率下,VMSE 比 TVAL3 能更清晰地重建轮廓。
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引用次数: 0
A TO-CAN DFB Laser With Transmission Line Impedance Transformer for Analog Optical Link 用于模拟光链路的带有传输线阻抗变换器的 TO-CAN DFB 激光器
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-02 DOI: 10.1109/JPHOT.2024.3422269
Congbiao Lei;Yuxuan Jiang;Guangcheng Zhong;Liang Xie
A transmission line (TL) impedance transformer of through-hole (TO)-CAN distributed feedback (DFB) laser is proposed and fabricated. The gain and noise factor (NF) of analog optical link can be improved by optimizing the laser impedance matching network. The radio frequency (RF) package of DFB is optimized to extend bandwidth and reduce return loss. In this paper, a flexible printed circuit (FPC) with low-loss impedance matching network is designed to improved the RF characteristics of TO-CAN DFB laser. The return path between FPC and TO-CAN is optimized to eliminate microwave resonances. The small signal model of an analog optical link is analyzed in detail. The measured frequency response of the TO-CAN DFB is 18.4 GHz. The microwave reflection is below −10 dB. The measured results correlates perfectly with the simulated results. The gain of analog optical link is increased by 3 dB. The NF is also reduced by about 2.5 dB.
本文提出并制作了一种通孔(TO)-CAN 分布式反馈(DFB)激光器的传输线(TL)阻抗变压器。通过优化激光阻抗匹配网络,可以提高模拟光链路的增益和噪声系数(NF)。DFB 的射频(RF)封装经过优化,可扩展带宽并降低回波损耗。本文设计了带有低损耗阻抗匹配网络的柔性印刷电路(FPC),以改善 TO-CAN DFB 激光器的射频特性。FPC 和 TO-CAN 之间的回波路径经过优化,以消除微波谐振。详细分析了模拟光链路的小信号模型。测得的 TO-CAN DFB 频率响应为 18.4 GHz。微波反射低于 -10 dB。测量结果与模拟结果完全吻合。模拟光链路的增益提高了 3 dB。NF 也降低了约 2.5 dB。
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引用次数: 0
Controlled Generation of Orbital Angular Momentum Beams With Coherent Beam Combining Digital Laser and Liquid-Crystal q-Plate 利用相干光束结合数字激光器和液晶 Q 板控制轨道角动量光束的产生
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-01 DOI: 10.1109/JPHOT.2024.3421244
Corentin Lechevalier;Claude-Alban Ranély-Vergé-Dépré;Ihsan Fsaifes;Rezki Becheker;Gerben Boer;Jean-Christophe Chanteloup
We report on versatile orbital angular momentum beam generation through the association of a 61-channels coherent beam combining digital laser and a liquid-crystal q-plate. Particularly, high-order vortex beams that carry orbital angular momentum are generated with radial, azimuthal and/or circular polarization states. The q-plate is designed and manufactured to sustain high average power ensuring that the vortex spatial mode is preserved. The proposed system offers an extra degree of freedom for various applications requesting beam shaping with specific polarization state.
我们报告了通过结合数字激光器和液晶 q 板的 61 信道相干光束产生的多功能轨道角动量光束。特别是,它能以径向、方位和/或圆偏振态产生携带轨道角动量的高阶涡旋光束。q 型板的设计和制造可维持较高的平均功率,确保涡旋空间模式得以保留。所提出的系统为要求用特定偏振态进行光束整形的各种应用提供了额外的自由度。
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引用次数: 0
Field Deployment of Natural Gas Pipeline Pre-Warning System With CEEMDAN Denoising Method 采用 CEEMDAN 去噪方法实地部署天然气管道预报系统
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-01 DOI: 10.1109/JPHOT.2024.3421275
Jun Li;Ruixu Yao
This work utilizes the CEEMDAN algorithm to analyze the interference of Rayleigh back-scattering signals in standard communication optical fibers. The technology has several advantages, such as anti-electromagnetic interference, improved electrical insulation, corrosion resistance, higher sensitivity, and the capability for long-distance monitoring. In this study, in-situ monitoring data from a 53.2 km natural gas pipeline in a terrain area in Southwest China were analyzed. The results demonstrate that, using the CEEMDAN algorithm for a blind test conducted over fourteen days, a 100% recognition accuracy for mechanical tamping and a Nuisance Alarm Rate (NAR) of less than 1% were achieved.
这项研究利用 CEEMDAN 算法分析标准通信光纤中的瑞利后向散射信号干扰。该技术具有抗电磁干扰、改善电绝缘、耐腐蚀、灵敏度更高以及可进行远距离监测等优点。本研究分析了中国西南某地形区 53.2 公里天然气管道的现场监测数据。结果表明,使用 CEEMDAN 算法进行为期 14 天的盲测,机械捣固的识别准确率达到 100%,误报率(NAR)低于 1%。
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引用次数: 0
Single Pixel Imaging Based on Multiple Prior Deep Unfolding Network 基于多重先验深度展开网络的单像素智能识别
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-28 DOI: 10.1109/JPHOT.2024.3420787
Quan Zou;Qiurong Yan;Qianling Dai;Ao Wang;Bo Yang;Yi Li;Jinwei Yan
Single-pixel imaging (SPI), an imaging technique based on the theory of compressed sensing, is limited in real-time imaging and high-resolution images due to its relatively slow imaging speed. In recent years, deep unfolding network compressed sensing reconstruction algorithms based on deep learning have proven to be an effective solution for faster and higher quality image reconstruction. However, existing deep unfolding networks mainly rely on a single piece of a priori information and may ignore other intrinsic structures of the image. Therefore, in this paper, we propose a deep unfolding network (MPDU-Net) that incorporates multiple prior information. To effectively fuse multiple prior information, we propose three different fusion strategies in the deep reconstruction sub-network. An unbiased convolutional layer is used to simulate the sampling reconstruction process to achieve joint reconstruction for effective removal of block artifacts. The sampling matrix is input into the deep reconstruction sub-network as a learnable parameter to achieve joint optimization of sampling reconstruction. Simulation and practical experimental results show that the proposed network outperforms existing compressed sensing reconstruction algorithms based on deep unfolding networks.
单像素成像(SPI)是一种基于压缩传感理论的成像技术,由于其成像速度相对较慢,在实时成像和高分辨率图像方面受到限制。近年来,基于深度学习的深度展开网络压缩传感重建算法已被证明是更快、更高质量图像重建的有效解决方案。然而,现有的深度展开网络主要依赖于单一的先验信息,可能会忽略图像的其他内在结构。因此,我们在本文中提出了一种融合多种先验信息的深度展开网络(MPDU-Net)。为了有效融合多种先验信息,我们在深度重构子网络中提出了三种不同的融合策略。无偏卷积层用于模拟采样重建过程,以实现联合重建,有效去除块状伪影。采样矩阵作为可学习参数被输入深度重构子网络,以实现采样重构的联合优化。仿真和实际实验结果表明,所提出的网络优于现有的基于深度展开网络的压缩传感重建算法。
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引用次数: 0
Novel Approximate Distribution of the Generalized Turbulence Channels for MIMO FSO Communications 用于多输入多输出 FSO 通信的广义湍流信道的新近似分布
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-24 DOI: 10.1109/JPHOT.2024.3418371
Wafaa M. R. Shakir;Ali S. Mahdi;Hani Hamdan;Jinan Charafeddine;Haitham Al Satai;Radouane Akrache;Samir Haddad;Jinane Sayah
In this article, we develop an innovative series representation for the sum of Rician non-zero boresight pointing error random variates based on the ${bm{kappa }} - {bm{mu }}$distribution, which is suitable for multiple-input multiple-output (MIMO) transmission for the first time. Then, using this new representation, we introduce a novel closed-form probability density function (PDF) approximation for the sum of Gamma-Gamma random variates with generalized pointing errors and atmospheric attenuation of MIMO free-space optical (FSO) communications. Statistical Kolmogorov-Smirnov tests confirm the accuracy of this approximation over a wide range of channel conditions. The significance of this approximation is emphasized by deriving closed-form expressions for the ergodic capacity, outage probability, and average bit error rate (BER) using Meijer's G-function. This article provides a comprehensive analysis of the performance of MIMO FSO systems utilizing the equal gain combining (EGC) diversity technique under various conditions, such as different numbers of transmitter and receiver, turbulence intensities, the effects of non-zero boresight pointing errors, and path attenuation. The results show that using MIMO technology with more transmitters and receivers significantly improves the performance of FSO communication compared to other diversity techniques, including single input single output (SISO), and multiple input single output (MISO) systems. Detailed evaluations of the ergodic capacity, outage probability, and average BER performance at high signal-to-noise ratios provide additional insights. Monte-Carlo simulation results demonstrate the accuracy of the proposed approach.
本文基于${bm{kappa }}分布,为里氏非零孔径指向误差随机变量之和开发了一种创新的序列表示方法。- {bm{mu }}$ 分布,首次适用于多输入多输出(MIMO)传输。然后,利用这种新表示法,我们为具有广义指向误差和大气衰减的 MIMO 自由空间光学(FSO)通信的 Gamma-Gamma 随机变量之和引入了一种新的闭式概率密度函数(PDF)近似。Kolmogorov-Smirnov 统计测试证实了该近似值在各种信道条件下的准确性。通过使用 Meijer 的 G 函数推导出宏容量、中断概率和平均误码率 (BER) 的闭式表达式,强调了这一近似值的重要性。本文全面分析了利用等增益组合(EGC)分集技术的 MIMO FSO 系统在各种条件下的性能,如不同的发射器和接收器数量、湍流强度、非零孔径指向误差的影响以及路径衰减。研究结果表明,与其他分集技术(包括单输入单输出(SISO)和多输入多输出(MISO)系统)相比,使用具有更多发射器和接收器的多输入多输出(MIMO)技术可显著提高 FSO 通信的性能。对高信噪比情况下的遍历容量、中断概率和平均误码率性能的详细评估提供了更多启示。蒙特卡洛模拟结果证明了所提方法的准确性。
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引用次数: 0
Dispersion-Tuned Mode-Locked Laser for Swept Source OCT at 850 nm Using a cFBG and the Pulse Modulation Technique 使用 cFBG 和脉冲调制技术在 850 纳米波长为扫源 OCT 提供色散调谐模式锁定激光器
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-21 DOI: 10.1109/JPHOT.2024.3417829
Rene Riha;Alejandro Martinez Jimenez;Gopika Venugopal;Marie Klufts;Robert Huber;Adrian Podoleanu
In this paper, the feasibility of employing a fast intensity modulator and a chirped fibre Bragg grating to build a dispersion-tuned mode-locked swept laser (DTML-SS) for OCT at 850 nm is evaluated. Stable mode-locking is achieved by applying 50 ps pulses at 1 GHz to the modulator, obtaining 35 nm tuning range at 10 KHz sweep rate and 1 mm axial range.
本文评估了采用快速强度调制器和啁啾光纤布拉格光栅构建色散调谐模式锁定扫频激光器(DTML-SS)的可行性,该激光器用于 850 nm 波长的 OCT。通过向调制器施加 1 GHz 的 50 ps 脉冲,实现了稳定的模式锁定,在 10 KHz 扫频和 1 mm 轴向范围内获得了 35 nm 的调谐范围。
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引用次数: 0
Research on the Ground Vacuum Shortwave Calibration of Moon-Based Earth Radiation Budget Detector 月基地球辐射预算探测器的地面真空短波校准研究
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-21 DOI: 10.1109/JPHOT.2024.3417321
Jieling Yu;Wei Fang;Duo Wu;Silong Wang;Zhitao Luo;Yuwei Wang;Yisu Zhang;Xin Ye
The Moon-based Earth Radiation budget Detector (MERD) is an instrument designed to measure the Earth-reflected Solar Radiation (ERSR) and the Earth thermal radiation from the Moon as part of future mission of China's Chang'e project. The accuracy of its calibration technology directly determines the measurement precision. For traceability to International System of Units (SI) and improve the calibration accuracy in the ERSR wave band, a vacuum shortwave radiance calibration system is built, which consists of an in-situ traceable Electrical Substitution Transfer Radiometer (ESTR) and a Shortwave Calibration Light Source (SWCLS). Where, SWCLS is designed with a electrically variable slit and a 12-hole narrow-band filter wheel to achieve continuous broad-spectrum radiance output and discrete narrow-spectrum band tuning, respectively. Additionally, wide dynamic range output is from the introduction of elliptic land spherical mirrors for bilateral highly efficient focusing structure. This paper presents the mathematical process of shortwave calibration and focuses on the design and analysis of SWCLS based on high stability, radiance and uniformity. Results show that light source stability is 0.05922%/h, radiance uniformity is 99.49% at the calibration distance of 300 mm, the range of output radiant brightness in the spectral range 0.3–2.5 μm is 0.03–1272.20 W/m2/sr.
月基地球辐射预算探测器(MERD)是为测量来自月球的地球反射太阳辐射(ERSR)和地球热辐射而设计的仪器,是中国嫦娥项目未来任务的一部分。其校准技术的准确性直接决定了测量精度。为溯源至国际单位制(SI)并提高ERSR波段的校准精度,建立了真空短波辐射校准系统,该系统由一个原位可溯源的电置换辐射计(ESTR)和一个短波校准光源(SWCLS)组成。其中,SWCLS 设计有一个电可变狭缝和一个 12 孔窄波段滤光轮,可分别实现连续的宽光谱辐射输出和离散的窄波段调谐。此外,宽动态范围输出还得益于引入椭圆地球面镜的双边高效聚焦结构。本文介绍了短波校准的数学过程,并重点讨论了基于高稳定性、高辐射度和高均匀性的 SWCLS 的设计和分析。结果表明,光源稳定性为 0.05922%/h,校准距离为 300 mm 时辐射均匀度为 99.49%,光谱范围 0.3-2.5 μm 的输出辐射亮度范围为 0.03-1272.20 W/m2/sr。
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引用次数: 0
Performance Analysis of IRS-Assisted Multi-Link FSO System Under Pointing Errors 指向误差下 IRS 辅助多链路 FSO 系统的性能分析
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-18 DOI: 10.1109/JPHOT.2024.3416201
Takumi Ishida;Chedlia Ben Naila;Hiraku Okada;Masaaki Katayama
The integration of intelligent reflecting surfaces (IRS) into free-space optical (FSO) communication systems is considered as a promising and innovative approach to overcoming existing challenges due to the strict line-of-sight (LoS) requirements faced by conventional FSO setups, thereby ensuring more flexible and controllable links and expanding the communication coverage area. Nonetheless, the configuration of IRS-assisted FSO systems remains relatively novel, requiring investigation into optimizing IRS placement to enhance system performance while mitigating interference and obstacles in dynamic environmental conditions. This work aims to evaluate the improvement of the system performance achieved through optimized IRS positioning while accounting for the main degrading factors inherent in FSO systems and IRS design. We present a comprehensive model for a multilink terrestrial IRS-assisted FSO system, taking into consideration key degrading factors such as pointing errors stemming from both transmitter and IRS jitter, IRS dimensions, and turbulence-induced fading. Furthermore, we derive closed-form expressions for the probability density function of channel coefficients, average bit error rate, and outage probability. Our results indicate that optimal IRS placement is in proximity to the transmitter, taking into account all channel impairments. Furthermore, we showed that optimal IRS placement tends to shift towards the receiver side as the IRS jitter increases. Consequently, the analysis presented offers valuable insights for efficiently designing IRS-assisted FSO systems, particularly regarding IRS placement in the presence of pointing errors.
在自由空间光学(FSO)通信系统中集成智能反射面(IRS)被认为是一种有前途的创新方法,可以克服传统 FSO 设置所面临的严格视距(LoS)要求所带来的现有挑战,从而确保更灵活、更可控的链路并扩大通信覆盖范围。尽管如此,IRS 辅助 FSO 系统的配置仍然比较新颖,需要研究如何优化 IRS 的位置,以提高系统性能,同时减轻动态环境条件下的干扰和障碍。这项工作旨在评估通过优化 IRS 定位实现的系统性能改进,同时考虑 FSO 系统和 IRS 设计中固有的主要衰减因素。我们提出了一个多链路地面 IRS 辅助 FSO 系统的综合模型,其中考虑到了主要的衰减因素,如发射机和 IRS 抖动引起的指向误差、IRS 尺寸和湍流引起的衰减。此外,我们还推导出了信道系数概率密度函数、平均误码率和中断概率的闭式表达式。我们的研究结果表明,考虑到所有信道损伤,最佳 IRS 位置应靠近发射机。此外,我们还发现,随着 IRS 抖动的增加,最佳 IRS 位置趋向于向接收器一侧移动。因此,我们所做的分析为有效设计 IRS 辅助 FSO 系统提供了宝贵的见解,特别是在存在指向误差的情况下如何放置 IRS。
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引用次数: 0
Viterbi-Viterbi Carrier Phase Estimation for Multi-Ring $M$-APSK With Wiener Carrier Phase Noise and Its Performance 具有维纳载波相位噪声的多环 $M$-APSK 的维特比-维特比载波相位估计及其性能
IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-18 DOI: 10.1109/JPHOT.2024.3415635
Qian Wang;Wenqiang Ma;Li Ping Qian;Xinwei Du;Changyuan Yu;Pooi-Yuen Kam
High-order modulations are currently widely used in optical communications to increase the data rate. However, due to the existence of laser phase noise, the performance of high-order modulated systems will be greatly degraded. Therefore, phase estimation (PE) methods and laser linewidth tolerance analysis are particularly important in practice. In this paper, we first propose a common refined Viterbi-Viterbi carrier phase estimator for multi-ring $M$-ary amplitude phase-shift keying ($M$-APSK) with Wiener phase noise. The design is based on the linear minimum mean square error (LMMSE) criterion to optimize the weight coefficients with respect to the statistics of Wiener phase noise and additive, white, Gaussian noise. For simple implementation, approximate ring-detection-based and average-energy-based LMMSE estimators are further derived for multi-ring modulations. The laser linewidth tolerance in Wiener phase noise is analyzed thoroughly compared to the popular PE methods, e.g., decision-aided maximum likelihood and QPSK partitioning. Numerical results show in detail the receiver sensitivity penalties as a function of the estimation memory length, and verify that the proposed estimators do not suffer from the block length effect and perform much better at high signal-to-noise ratio (SNR). They are suitable for coherent demodulation of a multi-ring signal constellation in high SNR or fast-varying phase noise.
目前,高阶调制被广泛应用于光通信领域,以提高数据传输速率。然而,由于激光相位噪声的存在,高阶调制系统的性能将大大降低。因此,相位估计(PE)方法和激光线宽容限分析在实际应用中尤为重要。在本文中,我们首先提出了一种用于具有维纳相位噪声的多环 $M$-ary 振幅相移键控 ($M$-APSK) 的普通精炼 Viterbi-Viterbi 载波相位估计器。该设计基于线性最小均方误差(LMMSE)准则,针对维纳相位噪声和加性白高斯噪声统计优化权重系数。为了简单实现,进一步推导出了基于环检测的近似 LMMSE 估计器和基于平均能量的多环调制 LMMSE 估计器。对维纳相位噪声中的激光线宽容限进行了深入分析,并与常用的PE方法(如决策辅助最大似然法和QPSK分区法)进行了比较。数值结果详细显示了作为估计记忆长度函数的接收器灵敏度惩罚,并验证了所提出的估计器不会受到块长度效应的影响,而且在高信噪比(SNR)下性能更好。它们适用于在高信噪比或快速变化的相位噪声条件下对多环信号星座进行相干解调。
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引用次数: 0
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IEEE Photonics Journal
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