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Identification of moldy wheat in terahertz images based on broad learning system 基于广义学习系统的太赫兹图像霉变小麦识别
Pub Date : 2023-01-31 DOI: 10.1117/12.2665559
Wang Fei, zhang yuan, Jiang Yuying, Ge Hongyi, Chen Xinyu, L. Li
The traditional moldy wheat identification and detection method require complex processing steps, which take a long time and have less feature extraction ability, resulting in poor moldy wheat identification and detection. In this paper, a F-C-BLS terahertz spectral image recognition method for moldy wheat is proposed based on broad learning system. The F-C-BLS moldy wheat classification and recognition model is constructed to enhance the image quality and improve the network feature extraction. Experimental results show that the classification accuracy of our F-C-BLS network is 5.11%, 5.27%, 3.89 and 4.06% higher than that of BLS, RF, CNN and RNN, respectively. Therefore, our algorithm can effectively provide a new and effective method for the early identification of wheat mold.
传统的霉变小麦鉴定检测方法处理步骤复杂,耗时长,特征提取能力差,导致霉变小麦鉴定检测效果较差。提出了一种基于广义学习系统的F-C-BLS太赫兹光谱霉变小麦图像识别方法。为了提高图像质量,改进网络特征提取,构建了F-C-BLS霉变小麦分类识别模型。实验结果表明,我们的F-C-BLS网络的分类准确率比BLS、RF、CNN和RNN分别提高了5.11%、5.27%、3.89%和4.06%。因此,该算法可以有效地为小麦霉病的早期识别提供一种新的有效方法。
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引用次数: 0
A multi-shells prediction target reporting algorithm based on aerial three-dimensional trajectory estimation 一种基于空中三维弹道估计的多弹预测目标报告算法
Pub Date : 2023-01-31 DOI: 10.1117/12.2664646
Juan Yue, Jie Liu, Sili Gao
Through the passive observation and algorithm processing of the two-station infrared camera, the three-dimensional coordinates of the landing point of the shell are located, and the target is automatically reported throughout the day for the range training, which is an important way for training evaluation. The traditional photoelectric imaging target reporting method directly locates the double station based on the detection of the explosion point of the image shell, locates the three-dimensional position of the shell explosion point, and outputs the target reporting results. This method faces two difficulties. Firstly, because the ground in the image cannot provide enough geometric prior knowledge, the detection deviation of the shell explosion point in the image is large, resulting in the target reporting result based on the double station positioning of the shell explosion point cannot meet the 1m accuracy requirement. Secondly, due to the interference of the mushroom cloud at the pre-sequence shell blast point, the explosion point of the group shell is difficult to be effectively detected, so the method does not support the continuous target reporting of multiple bullets. Based on this, this paper proposes a range prediction target reporting algorithm, which is based on the detection of the shell's aerial trajectory for double-station positioning, first locates the three-dimensional track points of the shell target when it moves in the air, then fits out the three-dimensional trajectory of the shell in the air, and finally predicts the three-dimensional position of the shell explosion point based on the bulls eye GPS information, and outputs the target reporting results. The algorithm avoids the detection of image explosion points, which can improve the positioning accuracy of explosion points, and can avoid the interference of mushroom clouds at the explosion points of pre-sequence shells and realize the automatic target reporting of continuous shells. In addition, in view of the problem of matching between group shell stations, this paper adopts the method of multi-target matching target based on track direction estimation. Firstly, it performs single-frame multi-target preliminary matching based on the elevation difference of dual-station direction finding rays and obtains all three-dimensional track points in the air of each shell target. Then, based on the two-dimensional histogram of the direction or the Mean Shift algorithm, the three-dimensional track direction of each shell target is estimated, and the true and false track points are checked based on the three-dimensional track direction of the target, and the false matching points are eliminated. Finally, the three-dimensional trajectory fitting and the position prediction of the explosion point of the shell target are carried out, and the target reporting results are output. Experiments verify that the positioning error of a single shell in this algorithm is 0.57m, and the positio
通过双站红外摄像机的被动观测和算法处理,定位炮弹着陆点的三维坐标,全天自动上报目标进行靶场训练,是训练评估的重要途径。传统的光电成像目标报告方法是基于对图像炮弹爆炸点的检测,直接定位双站,定位炮弹爆炸点的三维位置,输出目标报告结果。这种方法面临两个困难。首先,由于图像中的地面无法提供足够的几何先验知识,导致图像中炮弹爆炸点的检测偏差较大,导致基于双站定位炮弹爆炸点的目标报告结果无法满足1m精度要求。其次,由于序前弹爆点处蘑菇云的干扰,难以有效探测到群弹的爆点,因此该方法不支持多发子弹的连续目标报告。在此基础上,本文提出了一种基于对炮弹空中轨迹检测进行双站定位的距离预测目标报告算法,首先定位炮弹目标在空中运动时的三维轨迹点,然后拟合炮弹在空中的三维轨迹,最后根据牛眼GPS信息预测炮弹爆炸点的三维位置。并输出目标报告结果。该算法避免了图像爆炸点的检测,提高了爆炸点的定位精度,避免了前序弹爆炸点蘑菇云的干扰,实现了连续弹的目标自动上报。此外,针对群弹站之间的匹配问题,本文采用了基于航迹方向估计的多目标匹配目标方法。首先,基于双站测向射线仰角差进行单帧多目标初步匹配,得到每个炮弹目标在空中的全部三维航迹点;然后,基于方向的二维直方图或Mean Shift算法估计每个炮弹目标的三维航迹方向,并根据目标的三维航迹方向检查真假航迹点,剔除假匹配点。最后对炮弹目标进行三维弹道拟合和爆炸点位置预测,并输出目标报告结果。实验验证,该算法中单个炮弹的定位误差为0.57m,传统目标报告算法的定位误差为1.17m,表明即使在爆炸点形状规则的情况下,预测目标的定位误差也可以翻倍;对于能探测到目标的一次双弹试验,本文算法的定位误差优于1m,满足总体应用要求。针对黄旗海试验10弹和14弹连续的目标训练,该算法拟合了彼此平行的多目标三维航迹并均匀分布,可以直观、定性地判断匹配目标的正确性。此外,从定量的角度测试发现,该算法不仅可以消除失配点,还可以抑制误差较大的点,从而降低多航迹拟合误差,提高多目标报告精度:航迹最大拟合误差< 0.5m,平均拟合误差<0.3m。综上所述,本文提出了一种基于三维弹道方向估计的多目标预测目标报告算法,避免了图像炮弹爆炸点的检测,在图像炮弹航迹检测的基础上,对每个炮弹目标进行三维弹道估计,预测每个炮弹目标爆炸点的三维位置,输出每个炮弹目标高精度目标报告信息;目标精度优于1m@1km,支持多弹连续目标报告,可为训练评估提供科学有效的数据支持。
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引用次数: 0
Self-assembled CsPbBr3 quantum nanosheet for optical reconnaissance satellite active jamming 自组装CsPbBr3量子纳米片用于光学侦察卫星有源干扰
Pub Date : 2023-01-31 DOI: 10.1117/12.2665449
You-Long Chen, Xing-yuan Zhang, Yi-Hua Hu, Yu-Shuang Zhang, Sheng-Jie Ma
With the increasing frequency of space activities, space satellite systems are fully involved in joint operations. Numerous imaging and reconnaissance optical imaging satellite systems are arduous to evade and warn actively, and passive protection is cumbersome to implement. Therefore, developing new reflective imaging satellite reconnaissance systems and materials is particularly important. In countering optical imaging satellites, active jamming materials can form aerosol jamming smoke screens on the action path of the target to be protected. The jamming signal transmitted in all directions can suppress the imaging accuracy of the optical satellite to the target and form an effective deception. CsPbBr3 perovskite quantum dots show great potential in anti-detection and active jamming due to their high absorption and emission efficiency, size-dependent excellent photoelectric properties, and low exciton binding energy. However, it is still challenging to synthesize CsPbBr3 nanosheets with wide band emission for active interference. This paper uses the template induction method to regulate the morphology of the CsPbBr3 crystal. CsPbBr3 nanospheres and nanocubes were synthesized by the recrystallization method. CsPbBr3 nanospheres were induced to self-assemble on CsPbBr3 nanocubes to synthesize CsPbBr3 nanosheets with wideband emissions. It maintained a strong quantum confinement effect, a simple synthesis process, high stability, and excellent photoelectric performance. The induced synthesis process was recorded by field emission transmission electron microscope. The nanosheets were face-to-face, close, and perpendicular to the carbon film substrate. The balance of van der Waals force and elastic repulsion force between ligands under thermodynamics determines the lamellar spacing of nanosheets in the self-assembled state. UV-Vi's absorption spectra further proved the change of morphology during self-assembly. The nanosheets were also very stable under 200kV electron beam bombardment. The fast Fourier transform patterns of the nanosheet demonstrated that the assembled NCs were orthogonal, with no crystal transition in the assembly process. X-ray photoelectron spectroscopy showed that the crystal is composed of CS, Pb, and Br elements. The assembly process did not change the ion state and element composition on the surface and inside. The photoluminescence spectrum showed that the emission wavelength of the nanosheets was 493nm, and a uniformly tunable emission wavelength was generated between 468-506nm. The disappearance of the tail band in the long wavelength region demonstrated that the defects in the self-assembly process were significantly reduced. The quantum yield increased from 65.78% to 67.33%, which directly confirmed that the large absorption cross section and defect reduction brought by the unique sheet structure were conducive to the conversion of excitation light in the active interference process. This paper provides an idea for the t
随着空间活动的日益频繁,空间卫星系统全面参与联合作战。众多成像和侦察光学成像卫星系统主动规避和预警困难,被动防护实施繁琐。因此,研制新型反射成像卫星侦察系统和材料显得尤为重要。在对抗光学成像卫星中,有源干扰材料可以在被保护目标的行动路径上形成气溶胶干扰烟幕。向各个方向传输的干扰信号可以抑制光学卫星对目标的成像精度,形成有效的欺骗。CsPbBr3钙钛矿量子点具有较高的吸收和发射效率、尺寸相关的优异光电性能和较低的激子结合能,在抗探测和有源干扰方面具有很大的潜力。然而,制备具有宽带发射特性的CsPbBr3纳米片仍然是一个挑战。本文采用模板诱导法对CsPbBr3晶体的形貌进行调控。采用重结晶法制备了CsPbBr3纳米球和纳米立方。通过诱导CsPbBr3纳米球在CsPbBr3纳米立方上自组装,合成了具有宽带发射特性的CsPbBr3纳米片。它保持了强量子约束效应,合成工艺简单,稳定性高,光电性能优异。用场发射透射电镜记录了诱导合成过程。纳米片与碳膜衬底面对面、紧密且垂直。热力学下配体间的范德华力和弹性斥力的平衡决定了自组装状态下纳米片的片层间距。紫外- vi吸收光谱进一步证明了自组装过程中形貌的变化。在200kV电子束轰击下,纳米片也非常稳定。纳米片的快速傅里叶变换模式表明,组装的纳米碳是正交的,在组装过程中没有晶体转变。x射线光电子能谱分析表明,该晶体由CS、Pb和Br元素组成。组装过程没有改变表面和内部的离子状态和元素组成。光致发光光谱显示,纳米片的发射波长为493nm,在468 ~ 506nm之间产生均匀可调的发射波长。长波长区域尾带的消失表明自组装过程中的缺陷明显减少。量子产率从65.78%提高到67.33%,直接证实了独特的薄片结构带来的大吸收截面和缺陷减少有利于主动干涉过程中激发光的转换。本文为钙钛矿纳米晶体及其他体系纳米晶体形态调控的理论研究提供了思路。最重要的是,稳态荧光光谱与硅基CCD的响应曲线高度吻合,证明了量子点可以用于主动干扰基于CCD的光学成像系统。
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引用次数: 0
Two-dimensional modeling of the saturation characteristics of laser irradiation on HgCdTe mid-wave infrared photovoltaic devices 激光辐照HgCdTe中波红外光伏器件饱和特性的二维建模
Pub Date : 2023-01-31 DOI: 10.1117/12.2665517
Maosheng Sang, Fan Yang, Guoqing Xu, H. Qiao, Xiaoyang Yang, Xiangyang Li, P. Yang, Dahui Wang
The laser response of HgCdTe medium-wave photovoltaic device is numerically simulated in this research. The simulations are carried out by considering the carrier electrical properties and a simulation model is obtained, and simulation results are in general conformity with the experimental results under both strong and weak illumination. The saturation threshold increases as the operating temperature of the device decreases, according to the current response characteristics of the device. The contact resistance of device is calculated and discussed, and the optimized device structure are given to point out the direction of parameter optimization. Furthermore, two-dimensional simulations demonstrate that the electrode size and composition gradient and reverse voltage has a considerable impact on the photocurrent, which is an essential problem to address in the development of high saturation threshold mid-wave infrared HgCdTe photovoltaic devices.
本文对碲化镉中波光伏器件的激光响应进行了数值模拟。考虑载流子电学特性进行了仿真,得到了仿真模型,在强光和弱光条件下,仿真结果与实验结果基本吻合。根据器件的电流响应特性,饱和阈值随器件工作温度的降低而增大。对器件的接触电阻进行了计算和讨论,给出了优化后的器件结构,指出了参数优化的方向。此外,二维仿真表明,电极尺寸、组成梯度和反向电压对光电流有相当大的影响,这是开发高饱和阈值中波红外HgCdTe光伏器件所必须解决的问题。
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引用次数: 0
Study on immersion grating for methane detection spectrometer 甲烷探测光谱仪中浸没光栅的研究
Pub Date : 2023-01-31 DOI: 10.1117/12.2665330
Zhou Nenghua, Quan Liu, B. Huang
Methane is the second largest greenhouse gas after carbon dioxide, and the measurement and monitoring of methane is essential for regional and city-scale emission reduction strategies. Atmospheric methane concentration observations are also important for predicting regional emission trends. Spectrometers are important optical instruments for monitoring the content of greenhouse gases in the atmosphere, and most spectrometers choose a grating as the spectroscopic element. Due to the higher resolution of the immersion grating, it reduces its volume while improving the performance of the spectrometer and reducing the weight of the whole machine, so it is of great significance to study the immersion grating for the practical application of the spectrometer. In this paper, the quartz immersed grating was designed for weak CH4 band. The rectangular groove structure with high refractive index dielectric film was designed in consideration of possible fabrication errors. In the 2.275-2.325μm band, the duty cycle of the rectangular groove is 0.3~0.45, the thickness of TiO2 is 165~170nm and the groove depth is in the 800~980nm region, the diffraction efficiency of the grating is higher than 70%. When the thickness of TiO2 is 170nm and the groove depth is in the 800~950 nm region, the diffraction efficiency of the grating is higher than 80%. When the TiO2 thickness is 175~180 nm, the overall polarization degree is less than 0.1. For trapezoidal grooves, when the duty cycle is 0.3~0.35, the bottom angle of the trapezoid is 80°~86°, the thickness of TiO2 is 195 nm, the depth of the grating groove is 820~900nm, and the diffraction efficiency can be above 80%. When the thickness of TiO2 is 177~195nm, the polarization degree is less than 0.1. The TiO2 film will be deposited by atomic layer deposition.
甲烷是仅次于二氧化碳的第二大温室气体,甲烷的测量和监测对区域和城市减排战略至关重要。大气甲烷浓度观测对预测区域排放趋势也很重要。光谱仪是监测大气中温室气体含量的重要光学仪器,大多数光谱仪都选用光栅作为光谱元件。由于浸入式光栅具有较高的分辨率,在提高光谱仪性能的同时减小了其体积,减轻了整机重量,因此对浸入式光栅的研究对于光谱仪的实际应用具有重要意义。本文设计了一种用于弱CH4波段的石英浸没光栅。考虑到制作过程中可能出现的误差,设计了具有高折射率介质薄膜的矩形沟槽结构。在2.275 ~ 2.325μm波段,矩形沟槽占空比为0.3~0.45,TiO2厚度为165~170nm,沟槽深度为800~980nm,光栅的衍射效率高于70%。当TiO2厚度为170nm,槽深在800~950 nm区域时,光栅的衍射效率高于80%。当TiO2厚度为175~180 nm时,整体极化度小于0.1。对于梯形槽,当占空比为0.3~0.35,梯形底角为80°~86°,TiO2厚度为195 nm,光栅槽深度为820~900nm时,衍射效率可达80%以上。TiO2厚度为177~195nm时,极化度小于0.1。采用原子层沉积法沉积TiO2薄膜。
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引用次数: 0
In-situ ellipsometric study on composition-dependent short-wave HgCdTe in the process of molecular beam epitaxy growth 分子束外延生长过程中成分依赖短波HgCdTe的原位椭偏研究
Pub Date : 2023-01-31 DOI: 10.1117/12.2664815
Liao Yang, Chuan Shen, Lu Chen, Li He
Hg1-xCdxTe is considered as the preferred material for high performance infrared photodetectors and imaging focal plane array (FPA) detectors. One of the technical challenges of multi-dimensional integrated HgCdTe epitaxy by molecular beam epitaxy (MBE) lies in the in-situ extraction, characterization and precisely control of a series of parameters such as alloy composition, surface roughness, substrate temperature and film thickness at a relatively low substrate temperature of about 180°C. Therefore, an in-situ, nondestructive spectroscopic ellipsometry (SE) method is needed to characterize the performance of HgCdTe films. In this paper, real time optical property characterization of short-wave Hg1-xCdxTe epitaxial grown by MBE is reported. Run to run feasibility and stability of in-situ SE is confirmed by buffer layer thickness verification in multiple growth runs. Lorentz oscillator parametric model provides a new approach to describe optical dispersion property of HgCdTe over spectral range of 1.5-4.1 eV. The absorption peaks show blue shift with the increase of HgCdTe Cd composition (x). Under this circumstance, the longitudinal x value for HgCdTe during epitaxy process can be obtained in real time without any surface damage by successfully building a composition-dependent optical constant library, with routine run-to-run reproducibility measurement accuracy Δx of ~ 0.0015. This work will facilitate the fabrication of HgCdTe heterojunctions with complex component distribution and doping profiles.
Hg1-xCdxTe被认为是高性能红外探测器和成像焦平面阵列(FPA)探测器的首选材料。利用分子束外延技术(MBE)实现多维集成HgCdTe外延的技术挑战之一是在相对较低的衬底温度(约180℃)下,对合金成分、表面粗糙度、衬底温度和薄膜厚度等一系列参数进行原位提取、表征和精确控制。因此,需要一种原位、无损的椭偏光谱(SE)方法来表征HgCdTe薄膜的性能。本文报道了MBE生长的短波Hg1-xCdxTe外延的实时光学特性表征。通过多次生长试验对缓冲层厚度的验证,验证了原位SE的可行性和稳定性。洛伦兹振子参数模型为描述HgCdTe在1.5 ~ 4.1 eV光谱范围内的色散特性提供了新的方法。随着HgCdTe Cd成分(x)的增加,吸收峰出现蓝移。在这种情况下,通过成功建立与成分相关的光学常数库,可以实时获得外延过程中HgCdTe的纵向x值,而不会对表面造成损伤,常规运行-运行重复性测量精度Δx为~ 0.0015。这项工作将有助于制备具有复杂组分分布和掺杂谱的HgCdTe异质结。
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引用次数: 0
Solution-processed PbS colloidal quantum dots/PCBM based photodetector for multispectral detection 溶液处理PbS胶体量子点/基于多光谱检测的PCBM光电探测器
Pub Date : 2023-01-31 DOI: 10.1117/12.2665265
Lijing Yu, P. Tian, L. Tang, Qun Hao, K. Teng
Photodetectors convert optical signals into electrical signals and have found many important applications ranging from environmental monitoring to communication systems. At present, most photodetectors are based on either bulk materials or epitaxially grown materials (such as InSb and HgCdTe), which limit its widespread applications due to relatively high fabrication cost. However, photodetector based on organic polymer/colloidal quantum dots (CQDs) can provide a low-cost alternative. In this paper, a broadband photodetector consisting of organic polymer phenyl-c61-butyric acid methyl ester (PCBM) and PbS CQDs was fabricated. Combining the advantages of PbS CQDs and organic polymer PCBM, the device demonstrated good spectral response ranging from the UV to the NIR with a maximum responsivity and detectivity of 0.3 A/W and 6.6 × 1011 Jones, respectively, under illumination of 850 nm incident light. The device can be fabricated on almost any substrate due to the solution-processibility of CQDs. Furthermore, the use of organic polymer substrate can significantly reduce the cost of device and broaden its applications (such as in flexible electronics). This work provides a simple and efficient strategy to fabricate photodetector that exhibits multi-band response at relatively low-cost.
光电探测器将光信号转换为电信号,并在从环境监测到通信系统的许多重要应用中得到了应用。目前,大多数光电探测器都是基于块体材料或外延生长材料(如InSb和HgCdTe),由于制造成本相对较高,限制了其广泛应用。然而,基于有机聚合物/胶体量子点(CQDs)的光电探测器可以提供一种低成本的替代方案。本文制备了一种由有机聚合物苯基-c61-丁酸甲酯(PCBM)和PbS CQDs组成的宽带光电探测器。该器件结合了PbS CQDs和有机聚合物PCBM的优点,在850 nm入射光照射下,在紫外到近红外范围内表现出良好的光谱响应,最大响应率和探测率分别为0.3 a /W和6.6 × 1011 Jones。由于CQDs的溶液可加工性,该器件可以在几乎任何衬底上制造。此外,有机聚合物衬底的使用可以显著降低器件成本并拓宽其应用范围(如柔性电子)。这项工作提供了一种简单有效的策略,以相对低的成本制造出具有多波段响应的光电探测器。
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引用次数: 0
Radiometric nonlinearity and the correction strategies for infrared hyperspectral benchmark sounder 红外高光谱基准测深仪辐射非线性及校正策略
Pub Date : 2023-01-31 DOI: 10.1117/12.2665585
Lu Lee, Chengli Qi, L. Ding, Peng Zhang, Xiuqing Hu, Mingjian Gu, Tianhang Yang
The infrared (IR) benchmark sounder is designed to detect the tiny change of long-term global climate by measuring the spectrally resolved IR radiance emitted from Earth to space with high accuracy. Besides, the IR sounder also serve as a space-borne radiometric reference to convert the international fleet of weather sounders into a climate benchmarking system with excellent global coverage and similar measurement accuracy. In order to achieve high accuracy, the benchmark sounder must be tuned to be a linear response system and be well radiometrically calibrated. So the nonlinearity response in an IR detector signal chain needs to be corrected prior to the linear radiometric calibration. There are some algorithmic approaches being commonly used to correct the nonlinear measurements. These methods use the measured nonlinear interferograms to polynomially fit the corrected linear interferograms, without considering the physical root of non-linearity. However, they work well only when the detector nonlinearity is small. Regarding the large nonlinearity, a correction method is proposed in this paper. It follows the nonlinearity response mechanism of the IR detector, and uses the to-be-solved linear interferogram to polynomially fit the measured non-linear interferogram signal formally, and then derive the correction coefficients from the established equations. According to the correction evaluation and methods comparison using the simulated data as proxy measurements, the proposed method is appropriate for both small and large degree of quadratic nonlinearity detectors.
红外基准探测仪旨在通过测量从地球发射到太空的光谱分辨红外辐射,以高精度探测长期全球气候的微小变化。此外,红外探测仪还可作为星载辐射测量参考,将国际天气探测仪机队转化为具有良好全球覆盖和类似测量精度的气候基准系统。为了达到高精度,基准测深仪必须调整为线性响应系统,并进行良好的辐射校准。因此,红外探测器信号链中的非线性响应需要在线性辐射定标之前进行校正。有一些常用的算法方法来校正非线性测量。这些方法利用实测的非线性干涉图对修正后的线性干涉图进行多项式拟合,而不考虑非线性的物理根源。然而,只有当探测器非线性较小时,它们才能很好地工作。针对较大的非线性,本文提出了一种校正方法。根据红外探测器的非线性响应机理,利用待解的线性干涉图对实测的非线性干涉图信号进行多项式拟合,然后由所建立的方程推导出校正系数。以模拟数据为替代测量值进行了校正评价和方法比较,结果表明该方法适用于大小二次非线性探测器。
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引用次数: 0
Method to identify defective detectors of thermal focal plane array based on its frequency domain characteristics 基于热焦平面阵列探测器频域特性的缺陷识别方法
Pub Date : 2023-01-31 DOI: 10.1117/12.2665554
Xiaoxian Huang, Feifei Xu, Yutian Fu
The targets on the earth can be detected by its radiation in thermal band from the remote sensing satellite day and night. The State-of-the-art infrared detector technology makes it possible to use thermal focal plane array (FPA) to probe interested target in the boundless sea. Unfortunately due to accidental and uncontrollable factors during detector production, there always are defective detectors in the thermal focal plane array, more or less. We can call it dark element if it has no or weaker response, or can call it hot element if it has abnormal stronger response. These two kinds of defective response cannot be mitigated by linearity correcting, contrarily it will be harmful to the target detecting. Method to identify these defective detectors by analyzing their frequency domain characteristics is stated here. The recognition rate of defective detectors is greater than 98% by using such method.
利用遥感卫星的热带辐射,可以昼夜对地球上的目标进行探测。先进的红外探测技术使热焦平面阵列(FPA)在茫茫大海中探测感兴趣的目标成为可能。在探测器的生产过程中,由于意外和不可控因素的影响,在热焦平面阵列中总是或多或少地存在缺陷探测器。如果它没有或反应较弱,我们可以称之为暗元素,如果它有异常强烈的反应,我们可以称之为热元素。这两种缺陷响应不能通过线性校正来缓解,反而会对目标检测产生不利影响。本文介绍了通过分析缺陷检测器的频域特性来识别缺陷检测器的方法。该方法对缺陷检测器的识别率大于98%。
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引用次数: 0
Simulation of SAGCM structure InGaAs/InP SPAD using COMSOL multiphysics 利用COMSOL多物理场模拟InGaAs/InP SPAD SAGCM结构
Pub Date : 2023-01-31 DOI: 10.1117/12.2664526
Rui Yang
InGaAs/InP single photon avalanche photodiode (SPAD) is important for quantum communication, and LIDAR applications in the near-infrared (NIR) wavelength range, between 0.9 µm and 1.7 µm. Compared with other optoelectronic devices, SPAD has two main advantages: high quantum efficiency and high detection efficiency. In this study, the design and simulating of a separate absorption, grading, charge, and multiplication (SAGCM) structure InGaAs/InP SPAD were conducted by using COMSOL Multiphysics. The electric-field distribution was studied under the given thickness and dopant concentration of each layer of the SPAD. It was found that the edge pre-breakdown of planar-type SPAD resulted from the intense electric field at the junction bend can be prevent from happening by using gaussian type dopant distribution profile. The punch-through voltage and the breakdown voltage were also focused. The results show that the punch-through voltage and the breakdown voltage was 55 V and 65V respectively. In addition, the electric field nonuniformity of the avalanche area increases greatly after the bias voltage exceeded the punch-through voltage.
InGaAs/InP单光子雪崩光电二极管(SPAD)对于量子通信和激光雷达在近红外(NIR)波长范围(0.9µm至1.7µm)中的应用非常重要。与其他光电器件相比,SPAD具有两个主要优点:高量子效率和高探测效率。本研究利用COMSOL Multiphysics对InGaAs/InP SPAD的独立吸收、分级、电荷和倍增(SAGCM)结构进行了设计和模拟。研究了给定SPAD各层厚度和掺杂浓度下的电场分布。研究发现,采用高斯型掺杂剂分布可以有效地防止因交界弯道处强电场引起的平面型SPAD边缘预击穿。对穿透电压和击穿电压也进行了研究。实验结果表明,击穿电压为55 V,击穿电压为65V。此外,当偏置电压超过穿通电压后,雪崩区电场不均匀性大大增加。
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Earth and Space From Infrared to Terahertz (ESIT 2022)
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