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DP-OOK to QPSK conversion based on vector phase-sensitive amplification bridging core and access networks 基于矢量相位敏感放大的 DP-OOK 到 QPSK 转换,架起核心网络和接入网络的桥梁
Pub Date : 2023-12-18 DOI: 10.1117/12.3007642
Zhaoyang Liu, Jiabin Cui, Yuefeng Ji
The interworking between different networks can be effectively realized by implementing all-optical format conversion, and it can improve the flexibility, efficiency and expansibility of the communication system. The all-optical signal processing scheme is only carried out in the optical domain, and it does not require optical-electric-optical (O-E-O) conversion, which greatly improves the transmission rate and processing speed of the communication system. In this paper, an all-optical format conversion scheme from dual-polarization on-off keying (DP-OOK) to quadrature phase shift keying (QPSK) is proposed. The scheme is based on vector phase-sensitive amplification (PSA). Constellation and eye diagram of signals at each stage of system are obtained by simulation, and BER and EVM are calculated to show the performance of the system.
通过实施全光格式转换,可以有效实现不同网络之间的互联互通,提高通信系统的灵活性、效率和可扩展性。全光信号处理方案只在光域内进行,不需要光-电-光(O-E-O)转换,大大提高了通信系统的传输速率和处理速度。本文提出了一种从双偏振开-关键控(DP-OOK)到正交相移键控(QPSK)的全光格式转换方案。该方案基于矢量相敏放大(PSA)。通过仿真获得了系统各阶段信号的星座图和眼图,并计算了误码率和 EVM,以显示系统的性能。
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引用次数: 0
Spectral intersection over union: a bounding box overlap metric for hyperspectral object detection 光谱交集重于联合:用于高光谱物体检测的边界框重叠度量法
Pub Date : 2023-12-18 DOI: 10.1117/12.3005336
Pengyu Wang, Kun Gao, Xiaodian Zhang, Zibo Hu, Xiansong Gu, Yutong Liu
Hyperspectral images provide significant spatial and spectral information which are widely used in object detection. Two-stage detectors are commonly employed in hyperspectral object detection, where effective region proposals play a crucial role in accurate object localization. However, during non-maximum suppression (NMS) process, the Intersection over Union (IoU) metric based solely on spatial geometric information is inadequate for discriminating between similar proposals. This results in a substantial number of expected proposals with dissimilar characteristics are eliminated. In this paper, we analyze the spectral information in hyperspectral images to distinguish the characteristics of different proposals. Furthermore, this paper proposes the Spectral IoU (SIoU) by introducing spectral signature differences as a new metric. This improves the ability to differentiate between different object instances and increases the recall rate of bounding boxes with high localization confidence in region proposal stage. Moreover, SIoU can be simply integrated into the hyperspectral objection detection frameworks without introducing additional computational complexity. Extensive experiments on the Semi-Supervised Hyperspectral Object Detection Challenge dataset demonstrate the effectiveness of our method.
高光谱图像提供了重要的空间和光谱信息,这些信息被广泛应用于物体检测。高光谱物体检测通常采用两阶段检测器,其中有效的区域建议对准确定位物体起着至关重要的作用。然而,在非最大抑制(NMS)过程中,仅基于空间几何信息的 "联合交叉"(IoU)指标不足以区分类似的建议。这导致大量具有不同特征的预期建议被剔除。在本文中,我们分析了高光谱图像中的光谱信息,以区分不同提案的特征。此外,本文通过引入光谱特征差异作为新指标,提出了光谱 IoU(SIoU)。这提高了区分不同物体实例的能力,并在区域建议阶段提高了具有高定位置信度的边界框的召回率。此外,SIoU 可以简单地集成到高光谱异议检测框架中,而无需引入额外的计算复杂性。在半监督高光谱物体检测挑战赛数据集上进行的大量实验证明了我们方法的有效性。
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引用次数: 0
Study on identification method for Artemisia argyi floss 蒿草花鉴定方法研究
Pub Date : 2023-12-18 DOI: 10.1117/12.3007562
Zonghuan Liu, Anna Zhao, Yunhao Zhang, Chuo Li, Tianhe Wang, Jing Xu
Mugwort floss, valued in traditional Chinese medicine, varies in therapeutic properties and market price based on origin and production year. Traditional identification methods, due to their destructiveness and low accuracy, often confuse mugwort floss with A.stolonifera and cause a testing waste. Hyperspectral Imaging, a non-contact technique, offers potential for rapid identification of such medicinal materials. In this paper, we explore hyperspectral data to differentiate mugwort and A.stolonifera using deep learning and neural networks. Using a massive hyperspectral dataset from mugwort and wormwood from two regions across four years, we analyzed performance using metrics like Accuracy, Specificity, and F1 Score. The self-attention-based Backpropagation Neural Network model showed the most promising results for accurate classification. This approach has potential future applications in various fields using Hyperspectral data
艾绒是传统中药中的珍品,其疗效和市场价格因产地和生产年份而异。传统的鉴别方法由于破坏性大、准确性低,经常会将艾绒与匍匐茎混淆,造成检测浪费。高光谱成像作为一种非接触式技术,为快速鉴定此类药材提供了可能。在本文中,我们利用深度学习和神经网络探索高光谱数据,以区分艾草和匍匐茎。我们使用来自两个地区、历时四年的艾草和匍匐茎的海量高光谱数据集,使用准确性、特异性和 F1 分数等指标分析了性能。基于自我注意的反向传播神经网络模型在准确分类方面显示出最有前途的结果。这种方法未来有可能应用于使用高光谱数据的各个领域。
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引用次数: 0
Formation of nano-cone structures on silicon via maskless reactive ion etching 通过无掩模反应离子蚀刻在硅上形成纳米锥结构
Pub Date : 2023-12-18 DOI: 10.1117/12.3008000
Jiacheng Lin, Hao Liu, Chen Jiang, Qi Wang, Kai Liu, Xiaomin Ren
We report a maskless reactive ion etching (RIE) method that employs O2, CHF3 and SF6&O2 gas plasma sequentially to generate nano-cones structures on silicon substrates with good uniformity. In this method, nano-cones are made under carefully-controlled conditions that restrict their width and height to 60 nm and 82 nm, respectively. According to the formation trend of nano-cones under different plasma conditions, the contributing mechanism is discussed. With the multiple effects of etching time, chamber pressure and self-bias voltage, the height, angle and density of nano-cones will be varied within a certain range. Given these variations, a nano-cone structure with good uniformity was generated using the following parameters: etching time of 300 s, chamber pressure of 40 mtorr, self-bias voltage of 75 W, and a SF6&O2 flow ratio of 75 sccm: 75 sccm. The experiment in this report demonstrates a promising way to fabricate silicon-based nano-cone structures for photonic and optoelectronic applications, with advantages of the controllability and compatibility of its dry-etching process.
我们报告了一种无掩模反应离子刻蚀(RIE)方法,该方法依次使用 O2、CHF3 和 SF6&O2 气体等离子体在硅衬底上生成具有良好均匀性的纳米锥结构。在这种方法中,纳米锥是在严格控制的条件下制成的,其宽度和高度分别限制在 60 nm 和 82 nm。根据不同等离子条件下纳米锥的形成趋势,讨论了其形成机理。在蚀刻时间、腔室压力和自偏压的多重作用下,纳米锥的高度、角度和密度会在一定范围内变化。鉴于这些变化,使用以下参数生成了具有良好均匀性的纳米锥结构:蚀刻时间 300 秒、腔室压力 40 mtorr、自偏压 75 W 和 SF6&O2 流量比 75 sccm:75 sccm。本报告中的实验证明,利用干法蚀刻工艺的可控性和兼容性等优势,为光子和光电应用制造硅基纳米锥结构提供了一种可行的方法。
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引用次数: 0
The effect of amplitude and delay errors on the S21 of a multi-channel broadband microwave photonic link 振幅和延迟误差对多通道宽带微波光子链路 S21 的影响
Pub Date : 2023-12-18 DOI: 10.1117/12.3006819
Yuan Huang, Shanting Fang, Nan Zhao, Xinmin Zhang
In order to avoid an unacceptable in-band S21 flatness in the multi-channel broadband microwave photonic system design, this paper established a relationship between the S21 flatness of a muti-channel broadband link and amplitude and delay errors. According to the deduction, the effect of amplitude error on S21 flatness is much less than that of delay error. And the maximum in-band S21 difference is expressed into a function of the muti-channel delay inconsistency. According to the derivation, for ensuring the in-band S21 flatness of a multi-channel microwave photonic system is less than 3dB, the delay error must be less than 13.89ps. Experimental results and simulation results demonstrate the reliability of the derivation relationship between the in-band S21 flatness and amplitude and delay errors.
为了避免在多通道宽带微波光子系统设计中出现不可接受的带内 S21平坦度,本文建立了多通道宽带链路的 S21平坦度与振幅误差和延迟误差之间的关系。根据推导,振幅误差对 S21平坦度的影响远小于延迟误差。带内 S21 最大差值是多信道延迟不一致的函数。根据推导,要确保多通道微波光子系统的带内 S21平坦度小于 3dB,延迟误差必须小于 13.89ps。实验结果和仿真结果证明了带内 S21平坦度与振幅和延迟误差之间推导关系的可靠性。
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引用次数: 0
Optical spectrum selection for aerial target detection under complex backgrounds 复杂背景下空中目标探测的光学光谱选择
Pub Date : 2023-12-18 DOI: 10.1117/12.3002174
Jiaqing Zhao, Xiang Ding, Zhongchao Xu, Zeya Li, Lei Zhang, Yonghong Xue, Shiwei Fan, Rongke Liu
It is of strong practical significance to the management of civil aviation aircrafts through optical detection of aerial targets. A proper detection spectrum can help to enhance the target and suppress the background, guaranteeing the real-time accurate positioning and tracking of aerial targets over a wide range. Firstly, the principle of space-based air target detection is introduced. By analyzing the sources of the target radiation and background radiation, the contrast between target and background radiation intensity is determined as the evaluation standard for space-based detection. In simulations, three typical backgrounds (sea, farm and desert) and Boeing 737 aircraft were taken as examples. The apparent spectral radiance of the background in each spectral band was analyzed with the bulk and apparent spectral radiance of the aerial target under different detection conditions (detection azimuth angle, elevation angle, flight height). By traversing the 2~6 μm spectral range with a maximum spectral width of 1 μm, the contrast between target and background radiation intensity was calculated. 29 alternative spectral bands under 30 working conditions, including different flight altitudes, different backgrounds and different detection azimuth angels, were screened for the contrast between target and background radiation intensity exceeding the threshold of 2000. Considering changes in the upper and lower limit values of the contrast between the target and the background radiation intensity under each spectrum, background, target flight altitude and detection azimuth angle, the 2.53~2.54 μm spectrum could be used as one of the preferred spectral bands of the space-based aerial target optical detection system.
通过对空中目标进行光学探测,对民航飞机的管理具有很强的现实意义。合适的探测光谱有助于增强目标、抑制背景,保证大范围内空中目标的实时精确定位和跟踪。首先介绍了天基空中目标探测的原理。通过分析目标辐射和本底辐射的来源,确定目标与本底辐射强度的对比度作为天基探测的评价标准。在模拟中,以三种典型背景(海洋、农场和沙漠)和波音 737 飞机为例。在不同的探测条件(探测方位角、仰角、飞行高度)下,分析了各光谱波段背景的视光谱辐射强度与航空目标的体光谱辐射强度和视光谱辐射强度。通过遍历最大光谱宽度为 1 μm 的 2~6 μm 光谱范围,计算出目标与背景辐射强度的对比。筛选了 30 种工作条件下的 29 个备选光谱波段,包括不同的飞行高度、不同的背景和不同的探测方位角,以确定目标与本底辐射强度对比是否超过 2000 的阈值。考虑到各光谱、背景、目标飞行高度和探测方位角下目标与背景辐射强度对比度上下限值的变化,2.53~2.54 μm 光谱可作为天基航空目标光学探测系统的首选光谱波段之一。
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引用次数: 0
Infrared time-sensitive target data augmentation algorithm based on generative model 基于生成模型的红外时敏目标数据增强算法
Pub Date : 2023-12-18 DOI: 10.1117/12.3000067
Siyu Wang, Xiaogang Yang, Ruitao Lu, Qing-ge Li, Jiwei Fan, Zheng-jie Zhu
Currently, infrared time-sensitive target detection technology is widely used in military and civil applications such as air defense and early warning, maritime surveillance, and precision guidance, but some high-value target images are difficult and expensive to acquire. To address the problems such as the lack of infrared time-sensitive target image data and the lack of multi-scene multi-target data for training, this paper proposes an infrared time-sensitive target data enhancement algorithm based on a generative model, which is a two-stage model. Firstly, in the first stage, the visible images containing time-sensitive targets are converted to infrared images by a modal conversion model based on CUT networks. Then in the second stage a large number of random targets are generated from the converted IR images using an adversarial random sample generation model to achieve the data enhancement effect. The coordinate attention mechanism is also introduced into the generator module in the second stage, which effectively enhances the feature extraction capability of the network. Finally, modal conversion experiments and sample random generation experiments are conducted, and the results show the feasibility of the data enhancement method of generative model proposed in this paper in IR time-sensitive target data enhancement, which provides a strong data support for improving IR time-sensitive target detection algorithm.
目前,红外时敏目标探测技术已广泛应用于防空预警、海上监视、精确制导等军事和民用领域,但一些高价值目标图像获取难度大、成本高。针对红外时敏目标图像数据匮乏、缺乏多场景多目标数据训练等问题,本文提出了一种基于生成模型的红外时敏目标数据增强算法,该算法分为两个阶段。首先,在第一阶段,通过基于 CUT 网络的模态转换模型,将包含时间敏感目标的可见光图像转换为红外图像。然后在第二阶段,利用对抗随机样本生成模型从转换后的红外图像中生成大量随机目标,以达到数据增强效果。在第二阶段的生成模块中还引入了坐标注意机制,有效增强了网络的特征提取能力。最后,进行了模态转换实验和样本随机生成实验,结果表明本文提出的生成模型数据增强方法在红外时敏目标数据增强中的可行性,为改进红外时敏目标检测算法提供了有力的数据支持。
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引用次数: 0
Terahertz metamaterial narrowband absorber based on metal split ring 基于金属分裂环的太赫兹超材料窄带吸收器
Pub Date : 2023-12-18 DOI: 10.1117/12.3008045
Xiaodi Ji, Hongyi Ge, Yuying Jiang, Xuyang Wu, Zhiyuan Jia, Zhenyu Sun
Multi-band terahertz metamaterial absorbers offer new perspectives to achieve perfect absorption and multipoint information matching, which enable an ever-growing number of applications. In this study, a dual-band terahertz metamaterial absorber based on the metal split ring is designed. The absorber has perfect absorption peaks at 1.15 THz and 2.47 THz, and the absorption rate is more than 99%. The absorber produces a harp peak with a bandwidth of 0.008 at 2.47 THz, which has an extremely high quality factor of 308. The distribution of the electric field and surface current at two resonance points is analyzed using the finite element integration method. Through full wave simulation calculation, the maximum sensitivity of the analyte refractive index of the absorber is 400 GHz/RIU, and the maximum sensitivity of the thickness is 35 GHz/μm. The results show that the absorber can achieve highly sensitive detection of trace substances.
多频段太赫兹超材料吸收器为实现完美吸收和多点信息匹配提供了新的视角,使其应用日益广泛。本研究设计了一种基于金属分裂环的双波段太赫兹超材料吸收器。该吸收器在 1.15 太赫兹和 2.47 太赫兹具有完美的吸收峰,吸收率超过 99%。该吸收器在 2.47 太赫兹处产生了带宽为 0.008 的竖琴峰,其品质因数高达 308。利用有限元积分法分析了两个共振点的电场和表面电流分布。通过全波模拟计算,吸收器的分析物折射率的最大灵敏度为 400 GHz/RIU,厚度的最大灵敏度为 35 GHz/μm。结果表明,该吸收器可以实现对痕量物质的高灵敏度检测。
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引用次数: 0
Simulation of thermal stress on soldering surface of conduction cooling end-pumped slat laser amplifier 传导冷却端泵浦板条激光放大器焊接表面热应力模拟
Pub Date : 2023-12-18 DOI: 10.1117/12.3011141
Lu Chen, S. Bian, Lei Liu, Wentao Wang
This paper introduces the thermal effect of the slab amplifying module in the high-energy solid-state laser, mainly simulates the influence of the thickness of the metal indium layer on the welding surface of the slab and the heat sink on the thermal effect of the slab, and analyzes the effect of different thicknesses of the indium layer on the thermal effect of the slab. The thickness of the metal indium layer used in the calculation is 10μm, 40μm and 80μm respectively. This paper provides a powerful reference for the engineering application of high-power and high-beam-quality all-solid-state laser systems.
本文介绍了高能固体激光器中板坯放大模块的热效应,主要模拟了板坯焊接面和散热器上金属铟层厚度对板坯热效应的影响,分析了不同厚度的铟层对板坯热效应的影响。计算中使用的金属铟层厚度分别为 10μm、40μm 和 80μm。本文为高功率、高光束质量全固态激光系统的工程应用提供了有力的参考。
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引用次数: 0
Effect of multicomponent alloy coating on high frequency plasma ablation of diamond films 多成分合金涂层对高频等离子烧蚀金刚石薄膜的影响
Pub Date : 2023-12-18 DOI: 10.1117/12.3005965
Dexian Pan, Kesheng Guo, Liping Liu, Senjie Zheng, Bin He, Lang Hu, Qiang Hu
Diamond films have excellent transmittance from ultraviolet to far infrared, as well as excellent resistance to laser damage, mechanics, dust, rain, and other characteristics. Therefore, diamond films are used in aircraft infrared windows and supersonic flight missile hoods. The surface of supersonic aircraft can cause plasma ablation under intense aerodynamic heating. High temperature gas on the surface has strong vibration, dissociation, and ionization, resulting in many defects in the optical windows and protective covers on the outer surface of the aircraft, which may lead to deterioration of optical performance. In this thesis, microwave plasma chemical vapor deposition (MPCVD) method was used to synthesize high-quality diamond films using high-purity gas, while using magnetron sputtering to deposit multicomponent alloy coating as a protective layer to study the high-frequency plasma ablation effect of diamond films. Raman spectroscopy, visible-infrared transmittance spectra and field emission scanning electron microscopy was used to analyze the spectrum of diamond films before and after high-frequency plasma ablation. It was found that the multicomponent alloy coatings have good ablation resistance and high transmittance in the 1~4μm wavelength range, while the carbon and alloying components remain on the film surface. This research contributes to promoting the supersonic flight application of diamond films and provides data reference for the design of aircraft outer surface materials.
金刚石薄膜具有从紫外线到远红外线的优异透射率,以及出色的抗激光损伤、机械、灰尘、雨水等特性。因此,金刚石薄膜被用于飞机的红外窗口和超音速飞行导弹的防护罩。超音速飞机表面在强烈的气动加热下会产生等离子烧蚀。表面的高温气体具有强烈的振动、离解和电离作用,导致飞机外表面的光学窗口和保护罩产生许多缺陷,可能导致光学性能下降。本论文采用微波等离子体化学气相沉积(MPCVD)方法,利用高纯气体合成高质量金刚石薄膜,同时利用磁控溅射沉积多组分合金涂层作为保护层,研究金刚石薄膜的高频等离子体烧蚀效应。利用拉曼光谱、可见-红外透射光谱和场发射扫描电子显微镜分析了高频等离子体烧蚀前后金刚石薄膜的光谱。研究发现,多组分合金镀膜具有良好的抗烧蚀性,在 1~4μm 波长范围内具有较高的透射率,而碳和合金成分仍残留在薄膜表面。这项研究有助于促进金刚石薄膜在超音速飞行中的应用,并为飞机外表面材料的设计提供数据参考。
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引用次数: 0
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Applied Optics and Photonics China
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