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Application of Fluorescent Carbon Nanoelectronic Materials in Combining Partial Differential Equations for Fingerprint Development and Its Image Enhancement 荧光碳纳米电子材料在指纹显影及其图像增强的偏微分方程组合中的应用
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3496
Feng Wu, Baohua Jiang
Fluorescent developers play a crucial role when dealing with objects with complex patterns or color interference against their background due to their excellent photoluminescent properties. In recent years, fluorescent nanoelectronic materials have emerged as a novel class of fluorescent materials for fingerprint development research. Here, carbon quantum dots (CQDs) are synthesized using an electrochemical method and utilized as fluorescent nanoelectronic materials in combination with gold nanoparticles (AuNPs) to form a composite (Au/CQDs). The photoelectric properties of Au/CQDs are verified, and a precursor solution for Au/CQDs is prepared using the Wessling method. After the addition of a surfactant and subsequent elimination processes, an Au/CQDs fluorescent nanocolloidal solution is obtained. This solution is applied for the development of visible fingerprints and latent fingerprints on adhesive surfaces. The resulting development images are subjected to enhancement processes such as sharpening, smoothing, and noise reduction using partial differential equations to improve their visual quality. In experiments, under light exposure, Au/CQDs exhibit a higher conversion rate with cyclohexane compared to conditions without light. In the Au/NPs system, the fluorescence of CQDs is effectively quenched due to the rapid electron transfer process within the Au/CQDs system. Moreover, the electrode modified with Au/CQDs shows significantly improved efficiency in decomposing H2O2 compared to conditions without light exposure. After the development with Au/CQDs nanoparticle colloid solution, bright fingerprint patterns are visible under ultraviolet light. As the age of the fingerprint increases, the developed fingerprint has a higher resolution than fresh fingerprints. Image enhancement through partial differential equations results in satisfactory sharp edges and smooth contours in the images.
荧光显影剂因其卓越的光致发光特性,在处理具有复杂图案或背景颜色干扰的物体时发挥着至关重要的作用。近年来,荧光纳米电子材料已成为指纹显影研究中的一类新型荧光材料。本文采用电化学方法合成了碳量子点(CQDs),并将其作为荧光纳米电子材料与金纳米颗粒(AuNPs)结合形成复合材料(Au/CQDs)。我们验证了 Au/CQDs 的光电特性,并采用 Wessling 法制备了 Au/CQDs 的前驱体溶液。在加入表面活性剂和随后的消除过程后,得到了 Au/CQDs 荧光纳米胶体溶液。该溶液可用于显影粘合剂表面上的可见指纹和潜在指纹。得到的显影图像需要经过增强处理,如锐化、平滑和使用偏微分方程降噪,以提高视觉质量。在实验中,与无光条件相比,在光照条件下,Au/CQDs 与环己烷的转化率更高。在 Au/NPs 系统中,由于 Au/CQDs 系统内的快速电子转移过程,CQDs 的荧光被有效淬灭。此外,与无光照射的条件相比,经 Au/CQDs 修饰的电极分解 H2O2 的效率明显提高。使用 Au/CQDs 纳米粒子胶体溶液显影后,在紫外线下可以看到明亮的指纹图案。随着指纹年龄的增加,显影后的指纹比新鲜指纹具有更高的分辨率。通过偏微分方程进行图像增强,可以获得令人满意的锐利边缘和平滑轮廓。
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引用次数: 0
Hg2+ Ions Sensor: Single Walled Carbon Nanotubes Incorporated Zn-Metal Organic Framework Hg2+ 离子传感器:加入锌金属有机框架的单壁碳纳米管
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3494
Gajanan A. Bodkhe, Mayur S. More, Mohamed Hashem, Hassan Fouad, Subramanian Siva, Megha A. Deshmukh, Nikesh N. Ingle, Myunghee Kim, Mahendra D. Shirsat
In the present work, zinc benzene 1,4 dicarboxylate (ZnBDC) metal organic framework (MOF) and its composite with single-walled carbon nanotubes (SWNTs), we called as SWNTs@ZnBDC, has been synthesized by traditional solvothermal method. The synthesized materials have been evaluated with various techniques such as Fourier transform infrared spectroscopy, X-ray diffraction (XRD), thermogravimetric-differential thermal analysis, Brunauer–Emmett–Teller surface area analysis, cyclic voltammetry, and electrochemical impedance spectroscopy. The sensor has been fabricated by depositing SWNTs@ZnBDC MOF on a glassy carbon electrode (GCE). The SWNTs@ZnBDC/GCE electrode shows excellent sensing behaviour in terms of selectivity towards Hg2+ ions only at pH = 5 and does not show any sensing response towards Pb2+, Cr2+, Cd2+, Cu2+, and Ni2+ ions at a concentration of 1 μM. For the Hg2+ ions, the sensor shows a high sensitivity of 0.86 μA/nM with a limit of detection of 6.74 nM and a limit of quantification of 5 nM.
本研究采用传统的溶热法合成了苯二甲酸锌(ZnBDC)金属有机框架(MOF)及其与单壁碳纳米管(SWNTs)的复合材料,我们称之为 SWNTs@ZnBDC。合成材料已通过多种技术进行了评估,如傅立叶变换红外光谱、X 射线衍射(XRD)、热重-差热分析、布鲁诺-艾美特-泰勒表面积分析、循环伏安法和电化学阻抗光谱。传感器是通过在玻璃碳电极(GCE)上沉积 SWNTs@ZnBDC MOF 制成的。SWNTs@ZnBDC/GCE 电极仅在 pH = 5 的条件下对 Hg2+ 离子具有极佳的选择性,而对浓度为 1 μM 的 Pb2+、Cr2+、Cd2+、Cu2+ 和 Ni2+ 离子则没有任何感应反应。对于 Hg2+ 离子,传感器显示出 0.86 μA/nM 的高灵敏度,检测限为 6.74 nM,定量限为 5 nM。
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引用次数: 0
Analysis of Underlap Tri-Gate FinFET and Its Capacitance Effects for Analog/Radio Frequency Applications 分析用于模拟/无线电频率应用的底隙三栅极 FinFET 及其电容效应
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3508
J. K. Kasthuri Bha, P. Aruna Priya
Manufacturing ultra-scaled FinFET devices has become a massive obstacle for device engineers. The critical challenge experienced Multi-Gate FETs is process variation; Consequently, devices’ performances are impacted and analyzed for device performance losses due to misalignments of gate locations close to sources and drain edgess (lower regions). FinFET is examined using a 3D mathematical model, the impact of base gate areas on variables such as electric fields, surface channel potentials, subthreshold oscillations, threshold voltages, and drainage-induced barrier reductions and effects beneath coating. 3D simulators validate the outcomes yielded by the model. The advantage of underlap FinFET of streamlining investigates the spacer dielectric material (low k and high k) and its underlapped Gate length using the TCAD simulator.
制造超大规模 FinFET 器件已成为器件工程师面临的巨大障碍。多栅极场效应晶体管所面临的关键挑战是工艺变化;因此,器件的性能会受到影响,并分析由于靠近源极和漏极边缘(低区)的栅极位置错位而造成的器件性能损失。FinFET 采用三维数学模型,研究了基底栅极区域对电场、表面沟道电位、阈下振荡、阈值电压、漏极引起的势垒降低和涂层下的影响等变量的影响。三维模拟器验证了模型得出的结果。利用 TCAD 模拟器研究了流线型下重叠 FinFET 的优势,包括间隔介电材料(低 k 和高 k)及其下重叠栅极长度。
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引用次数: 0
Analysis on Performances and Flow Fields of a Single Waterjet Propeller Based on SST k −ω Model 基于 SST k -ω 模型的单喷水推进器性能和流场分析
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3477
Lingfei Zhang, Longfeng Hou, Yihao Tao
As a special method of ship propulsion, waterjet propeller has been widely used in military and civilian fields due to its advantages of simple structures and high propulsion efficiency. Affected by waves of sea and rotation of impeller, the internal flow of waterjet propeller is extremely complex on three dimensions. When waterjet propeller works, its turbulent flow is often accompanied with unstable phenomena like flow separation, secondary flow, and backflow. On the other hand, the impeller of the propeller will be easily cavitated if it runs at high speed. That has a serious impact on performance and structure of the propeller. Therefore, understanding the open water performance and cavitation characteristics is imperative. In this study, we analyze the performance and flow field of a single marine external waterjet propeller based on the SST k−ω model. We focus on examining its performance under various advance coefficients in open water conditions. The experimental results show that the distributions of streamline and inlet velocity are more uniform at the highest efficiency point than other operating conditions. The loss for the generation of entropy is relatively low at the same time. The analysis on cavitation shows that the volume of the cavitation bubble will increase gradually as the cavitation number of the propeller decreases. Meanwhile, the performance of the propeller decreases obviously at the blade tip extending from the rim to the hub.
作为一种特殊的船舶推进方式,喷水推进器以其结构简单、推进效率高等优点,在军事和民用领域得到了广泛应用。受海浪和叶轮旋转的影响,喷水推进器内部的三维流动极为复杂。喷水推进器工作时,其湍流往往伴随着分流、二次流和回流等不稳定现象。另一方面,螺旋桨的叶轮在高速运转时容易产生气蚀。这对螺旋桨的性能和结构造成严重影响。因此,了解开阔水域的性能和气蚀特性势在必行。在本研究中,我们基于 SST k-ω 模型分析了单个船用外喷水推进器的性能和流场。我们重点研究了其在开阔水域条件下不同推进系数下的性能。实验结果表明,与其他工作条件相比,最高效率点的流线和进口速度分布更为均匀。同时,产生熵的损失也相对较低。空化分析表明,随着螺旋桨空化数的减少,空化泡的体积会逐渐增大。同时,螺旋桨的性能在叶尖从叶缘延伸到叶毂处明显下降。
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引用次数: 0
Optical Fiber Sensor with Novel Structure and Its Applications in Oil and Gas Exploration 结构新颖的光纤传感器及其在油气勘探中的应用
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3495
Yuhua Xie, Kun Zhao, Hengle Li
Compared to electronic sensors, Optical Fiber Sensors (OFSs) have received increasing attention due to their advantages, such as small size, light weight, anti-electromagnetic interference, easy reuse, and remote sensing. This paper proposes a novel all-fiber mode interferometer. This interferometer excites higher-order cladding modes through mode mismatch between standard single-mode fibers and thin cores. There is interference between higher-order cladding mode and core layer mode, resulting in interference fringes used as sensing signals. Sensitivity testing is conducted on the designed OFS to demonstrate whether it meets the application requirements for petroleum exploration. Transmission-type Thin-Core Fiber Modal Interferometers (TCFMIs) with different lengths of Thin-Core Fibers (TCFs) (20 mm, 40 mm, and 60 mm) are produced in the experiment. Among them, TCFMIs at 60 mm TCF length can obtain ideal sensing signals. The TCFMI (with a length of 20 mm TCF) is encapsulated in a self-made aluminum groove in rosin to test its Refractive Index (RI). The results show that as the RI increases, the central wavelength shifts towards the long wavelength direction. Its sensitivity reaches 146 nm/R.I.U. When the temperature is increased, the central wavelength shifts towards the long wavelength direction, resulting in lower temperature sensitivity. In the sensitivity test, the phase change obtained by designing OFSs is proportional to the vibration acceleration. It is fixed on the vibration table to keep the acceleration of the vibration table constant and adjust the vibration frequency of the vibration table. The results show that the vibration spectral line of the sensor is relatively flat within 100 Hz, and resonance occurs within the range of 200 Hz to 350 Hz. Through phase demodulation, sensors loaded with different oscillator masses increase linearly in the low-frequency range. When the vibration frequency approaches the resonance frequency of the sensor, the phase sensitivity of the sensor increases nonlinearly.
与电子传感器相比,光纤传感器(OFS)具有体积小、重量轻、抗电磁干扰、易于重复使用和遥感等优点,因此受到越来越多的关注。本文提出了一种新型全光纤模式干涉仪。这种干涉仪通过标准单模光纤和薄纤芯之间的模式失配激发高阶包层模式。高阶包层模式和纤芯层模式之间会产生干涉,从而产生用作传感信号的干涉条纹。对所设计的 OFS 进行了灵敏度测试,以证明其是否符合石油勘探的应用要求。实验中制作了具有不同长度(20 毫米、40 毫米和 60 毫米)薄芯光纤(TCF)的透射型薄芯光纤模态干涉仪(TCFMI)。其中,TCF 长度为 60 毫米的 TCFMI 可以获得理想的传感信号。将 TCFMI(TCF 长度为 20 毫米)封装在松香自制的铝槽中,测试其折射率(RI)。结果表明,随着折射率的增加,中心波长向长波方向移动。其灵敏度达到 146 nm/R.I.U。当温度升高时,中心波长向长波方向移动,导致温度灵敏度降低。在灵敏度测试中,设计 OFS 所获得的相位变化与振动加速度成正比。它固定在振动台上,使振动台的加速度保持恒定,并调节振动台的振动频率。结果表明,传感器的振动谱线在 100 Hz 范围内相对平坦,共振发生在 200 Hz 至 350 Hz 范围内。通过相位解调,加载不同振子质量的传感器在低频范围内呈线性增长。当振动频率接近传感器的共振频率时,传感器的相位灵敏度会非线性增加。
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引用次数: 0
Enhancing Cardiac Disease Prediction Through Data Recovery and Deep Learning Analysis of Electronic Sensor Data 通过电子传感器数据的数据恢复和深度学习分析加强心脏病预测
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3503
Faisal Shaman, Aziz Alshehri, Mohammed Mehdi Badr, K. Selvam, Mohammed Mohsin Ahmed, Nazneen Mushtaque, Amit Gangopadhyay, Asharul Islam, Reyazur Rashid Irshad
Remote health monitoring plays a pivotal role in tracking the health of patients outside traditional clinical settings. It facilitates early disease detection, preventive interventions, and cost-effective healthcare, relying on electronic sensors to collect essential data. The accuracy of medical data analysis is paramount for early disease identification, patient treatment, and optimizing social services, particularly as data utilization expands within the biomedical and healthcare sectors. However, the presence of incomplete or inconsistent data hampers the accuracy of analysis. This paper introduces a novel approach, employing Grey Wolf Optimization-based Convolutional Neural Networks (GW-CNN), to recover missing data and enhance cardiac disease identification. The proposed method combines data imputation techniques for identifying and predicting missing values in electronic sensor data, followed by feature extraction to capture relevant information. The CNN model leverages Grey Wolf Optimization to improve its predictive capabilities for cardiac disease. Comparative evaluation against existing models assesses the new model’s performance in terms of specificity, accuracy, precision, recall, and F1 score.
远程健康监测在传统临床环境之外跟踪病人健康状况方面发挥着举足轻重的作用。它依靠电子传感器收集重要数据,有助于早期疾病检测、预防性干预和具有成本效益的医疗保健。医疗数据分析的准确性对于早期疾病识别、患者治疗和优化社会服务至关重要,特别是随着生物医学和医疗保健领域数据利用的扩大。然而,不完整或不一致数据的存在妨碍了分析的准确性。本文介绍了一种采用基于灰狼优化的卷积神经网络(GW-CNN)的新方法,以恢复缺失数据并增强心脏疾病识别能力。所提出的方法结合了数据估算技术,用于识别和预测电子传感器数据中的缺失值,然后进行特征提取以捕捉相关信息。CNN 模型利用灰狼优化技术提高了对心脏疾病的预测能力。与现有模型的比较评估从特异性、准确性、精确性、召回率和 F1 分数等方面评估了新模型的性能。
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引用次数: 0
A Kirchhoff Plate Model for Longitudinal Vibration Analysis of Restrained Nanoplate Including Thermal Effects 包括热效应在内的克氏板纵向振动分析模型
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3485
Amira Mohamed Hussin
This work attempts to apply the Kirchhoff plate theory to find out the vibrational analyses of a nanoplate incorporating thermal effects. The effects of thermal environments on the natural frequency of longitudinal vibration of restrained nanomaterials, especially for restrained nanoplates, have not been investigated, and most of the previous research has been carried out for unrestrained nanoplates. Therefore, it must be emphasized that the vibrations of restrained nanoplate, including thermal effects, are novel and applicable to the nanodevices, in which nanoplates act as the main structure of the nanocomposite. A novel motion and frequency equation are derived using the Kirchhoff plate model. The present study illustrates that a nanoplate’s longitudinal vibration characteristics strongly depend on the temperature change and stiffness coefficients. The numerical results clearly show that the longitudinal natural frequencies of the nanoplate are less than unity for both cases of low and high temperatures. This means that applying the Kirchhoff plate model for restrained nanoplate analysis would lead to an over-prediction of the frequency if the small thermal stress effect is neglected. Finally, the investigation of the restrained and thermal impact on longitudinal vibration of nanoplates may be used as a valuable reference for the application and the design of nanoelectronics and nano-drives devices, nano-oscillators, and nano-sensors, in which nanoplates act as essential elements.
本研究试图应用基尔霍夫板理论,对包含热效应的纳米板进行振动分析。热环境对受约束纳米材料(尤其是受约束纳米板)纵向振动固有频率的影响尚未得到研究,以往的研究大多针对非受约束纳米板。因此,必须强调的是,受约束纳米板的振动(包括热效应)是新颖的,适用于以纳米板作为纳米复合材料主要结构的纳米器件。利用基尔霍夫板模型推导出了新的运动和频率方程。本研究表明,纳米板的纵向振动特性与温度变化和刚度系数密切相关。数值结果清楚地表明,在低温和高温两种情况下,纳米板的纵向固有频率都小于 1。这意味着,如果忽略微小的热应力效应,采用基尔霍夫板模型进行约束纳米板分析会导致频率预测过高。最后,对纳米板纵向振动的约束和热影响的研究可以为纳米电子和纳米驱动设备、纳米振荡器和纳米传感器的应用和设计提供有价值的参考。
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引用次数: 0
Fabrication of YBa2Cu3O7-y Bulk Superconductor Through Melt Growth 通过熔融生长制造 YBa2Cu3O7-y 块状超导体
IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-09-01 DOI: 10.1166/jno.2023.3488
Sang Heon Lee
A YBa2Cu3O7-y bulk with the crystal orientation identical with that of single seed was grown from the seed by the application of melt growth, wherein YBa2Cu3O7-y superconductive green compact was placed on the upper part of Sm 123 superconductive seed single crystal. Field cooling was employed as the condition for the measuring magnetic levitation; it was measured at the temperature of liquid nitrogen, utilizing a Nd–Fe-B permanent magnet with the force of 3.86 kG. The magnetic levitation measurements yielded values of 23.537 N on the surface of the upper part and 30.562 N at the bottom of superconductive bulk magnet. The trapped magnetic forces on the surfaces of superconducting specimens were measured using a permanent magnet with a surface magnetic force of 5.25 kG. The measurements yielded values of 1.74 kG on the upper surface and 1.82 kG at the bottom of the superconducting bulk magnet. Superconducting single crystals were grown from specimens obtained from the upper and bottom parts of the bulk magnet. These specimens were prepared using the melt reaction process. The superconducting properties, such as magnetic levitation and trapped magnetic force, were found to be higher in the region that came into contact with the seed crystal.
通过熔融生长法,将 YBa2Cu3O7-y 超导绿色紧凑体置于 Sm 123 超导种子单晶体的上部,从种子中生长出晶体取向与单晶种子相同的 YBa2Cu3O7-y 体。磁悬浮的测量条件是在液氮温度下,利用力为 3.86 kG 的钕铁硼永磁体进行场冷却。磁悬浮测量结果表明,超导块状磁体上部表面的磁力值为 23.537 N,底部为 30.562 N。使用表面磁力为 5.25 kG 的永久磁铁测量了超导试样表面的困磁力。测量结果显示,超导块状磁体上表面的磁力值为 1.74 kG,底部的磁力值为 1.82 kG。超导单晶是从块状磁体上部和底部获得的试样中生长出来的。这些试样采用熔融反应工艺制备。研究发现,在与籽晶接触的区域,磁悬浮和困磁力等超导特性较高。
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引用次数: 0
Solid-State Emissive Carbon Quantum Dots (CQDs) with a Long Wavelength Emission 具有长波长的固态发射碳量子点(CQDs
4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-08-01 DOI: 10.1166/jno.2023.3476
Al Masri Walaa, Mumtaz Ali, Al-Hartomy Omar, S. Wageh
Carbon quantum dots (CQDs)—growing stars of the nanocarbon family—have received attention owing to their intriguing photoluminescence (PL), stability, and biocompatibility. However, CQDs may suffer from serious aggregation-caused quenching (ACQ) of PL, specifically in powder or thin film form. Moreover, most engineering applications are solid-state; therefore, it is important to design solid-state emissive CQDs, potentially defeating ACQ. Previous reviews highlighted the strategies for solid-state emissive CQDs; however, less focus has been given to CQDs with emissions at longer wavelengths. This review summarizes recent advances (specifically in the last two years), focusing on long wavelengths, including yellow-, orange-, and red-emissive fluorescence. Furthermore, the synthesis method, quantum yield, and mechanism of fluorescence are explained. In addition, a detailed summary of synthesis parameters and their role in emission tuning is highlighted. Finally, the future directions and potential applications of solid-state CQDs for emerging applications were discussed.
碳量子点(CQDs)是纳米碳家族中的生长新星,由于其令人着迷的光致发光(PL)、稳定性和生物相容性而受到关注。然而,CQDs可能遭受严重的聚团引起的淬火(ACQ),特别是在粉末或薄膜形式下。此外,大多数工程应用都是固态的;因此,设计固态发射CQDs非常重要,这有可能击败ACQ。以前的评论强调了固态发射CQDs的策略;然而,较少关注波长较长的CQDs。这篇综述总结了最近的进展(特别是最近两年),重点是长波,包括黄色,橙色和红色发射荧光。并对其合成方法、量子产率和荧光机理进行了阐述。此外,还详细总结了合成参数及其在发射调谐中的作用。最后,讨论了固态CQDs的未来发展方向和潜在应用前景。
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引用次数: 0
Unsupervised Classification of Non-Gaussian Terrain Based on Polarimetric Decomposition 基于极化分解的非高斯地形无监督分类
4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-08-01 DOI: 10.1166/jno.2023.3465
Zhi-Zhong Huang, Lin Zheng, Wan-Jun Yin
Polarimetric synthetic aperture radar (PolSAR) can provide complete polarization property of terrain. Terrain classification is the most common application of PolSAR data. In this paper, an unsupervised clustering algorithm based on Freeman-Durden decomposition (FDD) and a non-Gaussian K-Wishart distribution classifier is proposed. This algorithm combines an advanced statistical distribution with spatial polarization scattering information of multi-looks PolSAR data. We use the prior probability characteristics of the Markov random field model to adaptively adjust the cluster center to make the classification more accurate. The experiment result shows that the proposed algorithm based on non-Gaussian models can better retain the polarization information of the target and the clustering accuracy was effectively improved on the real SAR images.
偏振合成孔径雷达(PolSAR)可以提供完整的地形偏振特性。地形分类是PolSAR数据最常见的应用。提出了一种基于Freeman-Durden分解(FDD)和非高斯K -Wishart分布分类器的无监督聚类算法。该算法将多视点PolSAR数据的高级统计分布与空间极化散射信息相结合。我们利用马尔可夫随机场模型的先验概率特征自适应调整聚类中心,使分类更加准确。实验结果表明,基于非高斯模型的聚类算法能更好地保留目标的极化信息,在真实SAR图像上有效提高了聚类精度。
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引用次数: 0
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Journal of Nanoelectronics and Optoelectronics
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