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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
Catalyst-free physical vapor deposition of crystalline PbSe nanosheets for fabrication of high-performance photodetector 用于制造高性能光探测器的无催化剂物理气相沉积结晶硒化铅纳米片
Pub Date : 2023-12-18 DOI: 10.1117/12.3007081
Silu Peng, Chaoyi Zhang, Jiayue Han, Chunyu Li, Hongxi Zhou, Jun Wang
Influenced by the prominent progress of two-dimensional (2D) layered crystals, the fabrication of 2D nanostructures from non-layered materials has attracted more and more attention. Lead selenide (PbSe) is one of the superior candidate materials for photodetector with suitable bandgap and outstanding photoelectric properties. The growth and device preparation of PbSe supply great interest for the development of high-performance infrared photodetectors. Although a lot of efforts have been paid on preparing PbSe nanostructures for miniaturized detectors, it is challenging to synthesize excellent crystallinity and thin 2D PbSe nanosheets because of itsinherent rock salt nonlayered structure. In this work, we employ a catalyst-free facile physical vapor deposition (PVD) method for controllable synthesis of PbSe nanosheets by van der Waals epitaxy technology. By optimizing the growth temperature, PbSe nanosheets from triangular pyramid island to square 2D plane can be obtained. In addition, the 2D PbSe nanosheets detector has a responsivity of 3.03 A/W at the wavelength of 520 nm with the power density of 5.05 mW/cm2. This work provides a facile strategy to synthesize high-quality 2D PbSe nanosheets which have enormous potentials to fabricate high-performance miniaturized photodetector.
受二维(2D)层状晶体研究取得突出进展的影响,利用非层状材料制备 2D 纳米结构的研究越来越受到关注。硒化铅(PbSe)具有合适的带隙和优异的光电特性,是光电探测器的理想候选材料之一。硒化铅的生长和器件制备对开发高性能红外光探测器具有重要意义。尽管人们在制备用于微型探测器的 PbSe 纳米结构方面付出了大量努力,但由于其固有的岩盐非层状结构,合成结晶度极佳的薄型二维 PbSe 纳米片仍具有挑战性。在这项工作中,我们采用了一种无催化剂的简便物理气相沉积(PVD)方法,通过范德华外延技术可控地合成了 PbSe 纳米片。通过优化生长温度,可以获得从三角形金字塔岛到方形二维平面的 PbSe 纳米片。此外,二维 PbSe 纳米片探测器在波长为 520 nm、功率密度为 5.05 mW/cm2 时的响应率为 3.03 A/W。这项工作为合成高质量的二维硒化铅纳米片提供了一种简便的策略,它在制造高性能微型光探测器方面具有巨大的潜力。
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引用次数: 0
Design of driving and temperature control circuitry for VCSEL 设计用于 VCSEL 的驱动和温度控制电路
Pub Date : 2023-12-18 DOI: 10.1117/12.3004979
Yan Wang, Zhengguang Wang, Helun Song, Wenbo Han
We design a laser driver and temperature control circuit based on the Field Programmable Gate Array (FPGA). Vertical-Cavity Surface-Emitting Laser (VCSEL) is the core device of the nuclear magnetic resonance gyroscope (NMRG). The accuracy of the laser output wavelength greatly affect the detection accuracy of NMRG. In order to improve the accuracy of VCSEL in this application system, in this paper we research the working principle of the laser and analyze the relationship between the laser output wavelength, the driving current and the laser operating temperature through theoretical analysis. We design and built the laser driving and temperature control circuit by using constant current source and the MAX1978, which use FPGA as the main control chip. By setting different voltage values, the laser output corresponds to different wavelengths. We analyze the result of experiment and theoretical calculate through the spectrometer. The result shows that the current regulation error is better than 0.03mA. For the laser temperature control circuit, we used the LTSPICE to simulate the PID control circuit of the compensation loop ,the finally result is consistent with the expected results.
我们设计了一种基于现场可编程门阵列(FPGA)的激光驱动器和温度控制电路。垂直腔表面发射激光器(VCSEL)是核磁共振陀螺仪(NMRG)的核心器件。激光输出波长的精度在很大程度上影响着核磁共振陀螺仪的检测精度。为了提高 VCSEL 在该应用系统中的精度,本文研究了激光器的工作原理,并通过理论分析了激光器输出波长、驱动电流和激光器工作温度之间的关系。我们采用恒流源和 MAX1978,以 FPGA 作为主控芯片,设计并构建了激光驱动和温度控制电路。通过设置不同的电压值,激光输出对应不同的波长。我们通过光谱仪分析了实验结果和理论计算结果。结果表明,电流调节误差优于 0.03mA。对于激光温度控制电路,我们使用 LTSPICE 仿真了补偿环路的 PID 控制电路,最终结果与预期结果一致。
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引用次数: 0
Overview of the application of VOCs gas leakage infrared thermal imaging technology in the field of petrochemical industry VOCs 气体泄漏红外热成像技术在石油化工领域的应用概述
Pub Date : 2023-12-18 DOI: 10.1117/12.3006687
Jian L. Zhan, Yi G. Wu, Sheng Tao, Jing J. Xu, Han Wu, Bin Fan, Hai C. Wang, Bi C. Xia
With the development and progress of society and the acceleration of industry, transportation and urbanization, volatile organic compounds (Volatile Organic Compounds, VOCs) from extensive sources have increasingly prominent effects on the atmospheric environment, and some of them also have irritant, toxic and carcinogenic effects, posing a serious threat to the ecological environment and human health. As the source of energy in the national economy, the petrochemical industry is an important source of man-made VOCs leakage emissions, and has potential huge safety risks. This article reviews the definition of VOCs, source, hazard and traditional leakage detection method, investigate the progress and application of infrared detection technology at home and abroad, infrared detection technology with its non-contact, long distance, high efficiency, wide range, rapid positioning, dynamic intuitive significant advantages, can play an important role in the petrochemical VOCs detection.
随着社会的发展进步和工业、交通、城市化进程的加快,来源广泛的挥发性有机物(Volatile Organic Compounds,VOCs)对大气环境的影响日益突出,部分还具有刺激、毒害和致癌作用,对生态环境和人体健康构成严重威胁。石油化工行业作为国民经济的能源来源,是人为 VOCs 泄漏排放的重要来源,潜在着巨大的安全风险。本文回顾了VOCs的定义、来源、危害及传统泄漏检测方法,探究了国内外红外检测技术的进展与应用,认为红外检测技术以其非接触、远距离、高效率、宽范围、快速定位、动态直观等显著优势,可在石油化工VOCs检测中发挥重要作用。
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引用次数: 0
期刊
Applied Optics and Photonics China
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