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Optimized fingerprint generation using unintentional emission radio-frequency distinct native attributes (RF-DNA) 利用非故意发射射频固有属性(RF-DNA)优化指纹生成
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045829
Randall D. Deppensmith, Samuel J. Stone
Device discrimination has been effectively demonstrated using classification processes acting on RF-DNA features as input sequences. Device discrimination utilizing RF-DNA classifiers requires training signals representative of the expected test signals that capture device uniqueness. Current techniques divide collected signals into uniformly distributed and sized regions prior to generating the RF-DNA feature input sequences. This paper divided the collected signals using non-uniform regions tailored to the device operations. Early results indicate that using non-uniform regions for fingerprint generation do not result in increased detection performance for the specific signals considered.
设备歧视已被有效地证明使用分类过程作用于RF-DNA特征作为输入序列。利用RF-DNA分类器的设备识别需要训练信号代表捕获设备唯一性的预期测试信号。目前的技术在生成RF-DNA特征输入序列之前,将收集到的信号划分为均匀分布和大小的区域。本文采用针对设备操作的非均匀区域对采集到的信号进行了划分。早期的结果表明,使用非均匀区域生成指纹不会导致对特定信号的检测性能提高。
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引用次数: 9
S-band radar based on Lyrtech Software Defined Radio 基于 Lyrtech 软件无线电的 S 波段雷达
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045847
Siyang Cao, Yuan F. Zheng, R. Ewing
The focus of this paper is on the development of Sband radar using the Lyrtech Small Form Factor (SFF) Software Defined Radio (SDR) for generating the Chirp-Z signal. The Lyrtech SDR platform has a high speed AD/DA conversion board and a tunable RF board, which enable a flexible radar design. To achieve a functional radar system, the development kids of the SFF SDR have to be fully utilized. This paper introduces the usage of both software and hardware resources of the SDR for converting the SDR into a waveform-programmable radar, which can benefit the study of radar systems using generic SDR platforms. Based on our approach, we develop an S-band radar which is used to transmit a Chirp-Z radar waveform modulated on a 2.2GHz carrier. The structure and the development kits of the SFF platform are introduced, and the development of the S-band radar by using the development kits discussed. Finally, both transmitted and received Chirp-Z signals using the developed radar system are demonstrated.
本文的重点是利用 Lyrtech Small Form Factor (SFF) Software Defined Radio (SDR) 技术开发 Sband 雷达,以产生 Chirp-Z 信号。Lyrtech SDR 平台有一个高速 AD/DA 转换板和一个可调谐射频板,可实现灵活的雷达设计。为了实现功能性雷达系统,必须充分利用 SFF SDR 的开发能力。本文介绍了如何利用 SDR 的软件和硬件资源,将 SDR 转换为波形可编程雷达,这将有助于使用通用 SDR 平台研究雷达系统。基于我们的方法,我们开发了一种 S 波段雷达,用于发射调制在 2.2GHz 载波上的 Chirp-Z 雷达波形。介绍了 SFF 平台的结构和开发套件,并讨论了使用开发套件开发 S 波段雷达的过程。最后,演示了使用开发的雷达系统发射和接收 Chirp-Z 信号的情况。
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引用次数: 1
Double-density dual-tree wavelet-based polarimetry analysis 基于双密度双树小波的偏振分析
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045789
K. Harrity, Soundararajan Ezekiel, A. Bubalo, Erik Blasch, M. Alford
For the past two decades, the Discrete Wavelet Transformation (DWT) has been successfully applied to many fields. For image processing applications, the DWT can produce non-redundant representations of an input image with greater performance than other wavelet methods. Further, the DWT provides a better spatial and spectral localization of image representation, capable of revealing smaller changes, trends, and breakdown points that classical methods often miss. However, the DWT has its own limitations and disadvantages such as lack of shift invariance. That is, if the input signal or image is shifted, then the wavelet coefficients will exacerbate that shift. The DWT also lacks the ability to represent directional cases. The Double Density Dual-Tree Discrete Wavelet Transformation (D3TDWT) is a relatively new and enhanced version of the DWT with two scaling functions and four distinct wavelets designed in such a way that one pair of wavelets is offset with another pair so that the first pair lies in between the second. In this paper, we propose a D3TDWT polarimetry analysis method to analyze Long Wave Infrared (LWIR) polarimetry imagery to discriminate objects such as people and vehicles from background clutter. The D3TDWT method can be applied to a wide range of applications such as change detection, shape extraction, target recognition, and simultaneous tracking and identification.
近二十年来,离散小波变换(DWT)已成功地应用于许多领域。对于图像处理应用程序,DWT可以产生输入图像的非冗余表示,具有比其他小波方法更好的性能。此外,DWT提供了更好的图像表示的空间和光谱定位,能够揭示经典方法经常错过的较小变化、趋势和击穿点。然而,DWT也有其局限性和缺点,如缺乏移位不变性。也就是说,如果输入信号或图像移位,那么小波系数将加剧这种移位。DWT也缺乏表示方向情况的能力。双密度双树离散小波变换(D3TDWT)是DWT的一个相对较新的增强版本,具有两个缩放函数和四个不同的小波,其设计方式是一对小波与另一对小波偏移,因此第一对小波位于第二对之间。本文提出了一种D3TDWT偏振分析方法,对长波红外(LWIR)偏振图像进行分析,从背景杂波中识别人、车辆等目标。D3TDWT方法可广泛应用于变化检测、形状提取、目标识别、同步跟踪识别等领域。
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引用次数: 4
No-reference blur metric using double-density and dual-tree two-dimensional wavelet transformation 无参考模糊度量使用双密度和双树二维小波变换
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045787
Soundararajan Ezekiel, K. Harrity, Erik Blasch, A. Bubalo
Over the past decade the digital camera has become widely available in many devices such as cell phones, computers, etc. Therefore, the perceptual quality of digital images is an important and necessary requirement to evaluate digital images. To improve the quality of images captured with camera, we must identify and measure the artifacts that cause blur within the images. Blur is mainly caused by pixel intensity due to multiple sources. The most common types of blurs are known as object motion, defocus, and camera motion. In the last two decades, the discrete wavelet transformation (DWT) has become a cutting-edge technology in the signal and image processing field for such applications as denoising. The disadvantage of the DWT is that it is not able to directly observe blur coefficients. In this paper, we propose a novel framework for a blur metric for an image. Our approach is based on the double-density dual tree two dimensional wavelet transformations (D3TDWT) which simultaneously processes the properties of both the double-density DWT and dual tree DWT. We also utilize gradient to evaluate blurring artifacts and measure the image quality.
在过去的十年中,数码相机已经广泛应用于许多设备,如手机、电脑等。因此,对数字图像的感知质量是评价数字图像的重要而必要的要求。为了提高相机拍摄的图像质量,我们必须识别和测量导致图像模糊的伪影。模糊主要是由多个光源的像素强度引起的。最常见的模糊类型是物体运动、散焦和相机运动。在过去的二十年中,离散小波变换(DWT)已经成为信号和图像处理领域的前沿技术,用于去噪等应用。小波变换的缺点是它不能直接观察到模糊系数。本文提出了一种新的图像模糊度量框架。我们的方法是基于双密度对偶树二维小波变换(D3TDWT),它同时处理双密度小波变换和对偶树小波变换的性质。我们还利用梯度来评估模糊伪影和测量图像质量。
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引用次数: 5
A numerical examination of the diffraction properties of profiled beam transmission through binary apertures and random phase screens using fresnel-kirchhoff diffraction theory 用菲涅耳-基尔霍夫衍射理论数值研究了异形光束通过二元孔径和随机相屏的衍射特性
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045819
Monish R. Chatterjee, Fathi H. A. Mohamed
Propagation of uniform and profiled electromagnetic beams through apertures with binary amplitude transmission and random phase distributions at the far field (Fraunhofer limit) is investigated, and simulation results based on two approaches, (a) using the Fresnel-Kirchhoff diffraction integral directly, and (b) using a split step propagation concept whereby the aperture or phase screen is placed at an arbitrary location along the propagation path, are applied separately and compared. Results for uniform, Gaussian and Bessel profile beams propagating through a variety of binary apertures are examined and compared with analytical predictions wherever feasible. A power spectrum density of the modified von Karman spectrum (MVKS) model is also used to describe a planar aperture as a random phase distribution. This approach is prompted by the problem of electromagnetic propagation through a turbulent medium. Simulation results are limited to the diffraction intensity calculation of the intensity in the far-field or Fraunhofer regime evaluated in the in the transverse (image) plane. Additional examples, including diffraction through thin sinusoidal amplitude grating and far-field diffraction following propagation through a random phase screen for profiled input beams are also presented. These results, derived serendipitously while examining turbulent propagation, provide insight into the mechanisms of diffraction through variable apertures, beam profiles and medium characteristics. It should therefore be of interest to the study in general of near-and far-field diffraction of electromagnetic waves taken as a whole.
研究了均匀型和剖面型电磁波束在远场具有二元振幅传输和随机相位分布的孔径(弗劳恩霍夫极限)的传播,并分别采用两种方法(a)直接使用菲涅耳-基尔霍夫衍射积分,以及(b)使用分步传播概念(孔径或相位屏沿传播路径放置在任意位置)的模拟结果进行了比较。研究了均匀、高斯和贝塞尔光束通过各种二元孔径传播的结果,并在可行的情况下与分析预测进行了比较。改进的冯卡门谱(MVKS)模型的功率谱密度也被用来描述一个随机相位分布的平面孔径。这种方法是由紊流介质中的电磁传播问题引起的。模拟结果仅限于衍射强度计算的远场强度或夫琅和费区评估在横向(图像)平面。另外的例子,包括衍射通过薄正弦振幅光栅和远场衍射后传播通过随机相位屏的异形输入光束也提出了。这些结果是在研究湍流传播时偶然得出的,为通过可变孔径、光束轮廓和介质特性了解衍射机制提供了见解。因此,总的来说,把电磁波的近场和远场衍射作为一个整体来研究是有意义的。
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引用次数: 0
No-reference multi-scale blur metric 无参考多尺度模糊度量
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045786
K. Harrity, Soundararajan Ezekiel, M. Ferris, Maria Cornacchia, Erik Blasch
In recent years, digital cameras have been widely used for image capturing. These devices are equipped in cell phones, laptops, tablets, webcams, etc. Image quality is an important characteristic for any digital image analysis. Historically, techniques to assess image quality for these mobile products require a standard image to be used as a reference image. In this case, Root Mean Square Error and Peak Signal to Noise Ratio can be employed to measure the quality of the images. However, these methods are not valid if there is no reference image. Recent studies show that a Contourlet is a multi-scale transformation - which is an extension of two dimensional wavelet transformations - that can operate on an image at different noise levels without a reference image. In this paper, we develop a no-reference blur metric for digital images based on edges and noises in images. In our approach, a Contourlet transformation is applied to the blurred image, which applies a Laplacian Pyramid and Directional Filter Banks to get various image representations. The Laplacian Pyramid is a difference of Gaussian Pyramids between two consecutive levels. At each level in the Gaussian Pyramid, an image is smoothed with two Gaussians of different sizes then subtracted, subsampled and the input image is decomposed into directional sub-bands of images. Directional filter banks are designed to capture high frequency components representing directionality of the images which is similar to detailed coefficient in wavelet transformation. We focus on blur-measuring for each level and directions at the finest level of images to assess the image quality. Using the ratio of blur pixels to total pixels, we compare our results, which require no reference image, to standard full-reference image statistics. The results demonstrate that our proposed no reference metric has an increasing relationship with the blurriness of an image and is more sensitive to blur than the correlation full-reference metric.
近年来,数码相机被广泛用于图像捕捉。这些设备装备在手机、笔记本电脑、平板电脑、网络摄像头等。图像质量是任何数字图像分析的一个重要特征。从历史上看,评估这些移动产品图像质量的技术需要使用标准图像作为参考图像。在这种情况下,可以使用均方根误差和峰值信噪比来衡量图像的质量。然而,如果没有参考图像,这些方法是无效的。近年来的研究表明,Contourlet变换是一种多尺度变换,是二维小波变换的扩展,它可以在没有参考图像的情况下对不同噪声水平的图像进行处理。本文提出了一种基于图像边缘和噪声的数字图像无参考模糊度量。在我们的方法中,对模糊图像应用Contourlet变换,该变换应用拉普拉斯金字塔和方向滤波器组来获得各种图像表示。拉普拉斯金字塔是高斯金字塔在两个连续层次之间的差值。在高斯金字塔的每一层,用两个不同大小的高斯信号对图像进行平滑,然后进行相减、次采样,将输入图像分解为图像的方向子带。方向滤波器组用于捕获代表图像方向性的高频分量,类似于小波变换中的细节系数。我们专注于在图像的最佳水平上对每个级别和方向进行模糊测量,以评估图像质量。使用模糊像素与总像素的比率,我们将不需要参考图像的结果与标准的全参考图像统计进行比较。结果表明,我们提出的无参考度量与图像模糊度的关系越来越大,并且比相关全参考度量对模糊更敏感。
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引用次数: 5
Novel composite film of Ag-Si to develop an infrared (8–14 um) detector 新型Ag-Si复合薄膜用于研制红外(8-14 μ m)探测器
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045844
Moussa Souare, C. Bates, C. Papachristou, R. Ewing
A composite film of Ag-Si was sputtered on the substrate of Si (111) to study the electrical properties using the Hall Effect. The composite is designed to be used to make a detector in the wavelength range of 8-14 microns. A volume fraction of 20% and 80% Ag and Si were used respectively. The sample of thickness of 2.0 microns was subjected to chemical cleaning until complete removal of the segregated layer, a thin conductive layer caused by the rising of Ag atoms to the surface. The following step after etching was the evaporation of 200Å chromium (Cr) and 2000Å gold (Au) in the chamber of the vacuum. To create lower resistance between the evaporated metals and composite, the sample was annealed at 7000°C in a RTA for 30 seconds. An I-V measurement was taken to ensure that the contacts were ohmic, i.e. linear. The final step before measuring the Hall Effect was to sand blast a cloverleaf pattern on the composite with the contact on the periphery of each leaf. Finally, Hall measurement showed average carrier concentration of 2.94E20 (cm3) and the average mobility of 86.4 (cm2/ volt-sec).
在Si(111)衬底上溅射了Ag-Si复合薄膜,利用霍尔效应研究了其电学性能。该复合材料被设计用于制造波长范围为8-14微米的探测器。Ag和Si的体积分数分别为20%和80%。对厚度为2.0微米的样品进行化学清洗,直至完全去除由银原子上升到表面而形成的薄导电层。蚀刻后的下一步是在真空腔中蒸发200Å铬(Cr)和2000Å金(Au)。为了降低蒸发金属和复合材料之间的电阻,样品在RTA中在7000°C下退火30秒。进行I-V测量以确保接触是欧姆的,即线性的。测量霍尔效应之前的最后一步是喷砂在复合材料上的三叶草图案与每片叶子的外围接触。霍尔测量显示,载流子浓度平均为2.94E20 (cm3),迁移率平均为86.4 (cm2/伏特秒)。
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引用次数: 0
Super-resolution imaging by arrays of high-index spheres embedded in transparent matrices 在透明矩阵中嵌入高折射率球体阵列的超分辨率成像
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045775
K. Allen, Navid Farahi, Yangcheng Li, N. Limberopoulos, D. Walker, A. Urbas, V. Astratov
We fabricated thin-films made from polydimethylsiloxane (PDMS) with embedded high-index (n~1.9-2.2) microspheres for super-resolution imaging applications. To control the position of microspheres, such films can be translated along the surface of the nanoplasmonic structure to be imaged. Microsphere-assisted imaging, through these matrices, provided lateral resolution of ~λ/7 in nanoplasmonic dimer arrays with an illuminating wavelength λ=405 nm. Such thin films can be used as contact optical components to boost the resolution capability of conventional microscopes.
我们制备了嵌入高折射率(n~1.9-2.2)微球的聚二甲基硅氧烷(PDMS)薄膜,用于超分辨率成像。为了控制微球的位置,这种薄膜可以沿着纳米等离子体结构的表面平移来成像。微球辅助成像,通过这些基质,提供了~λ/7的横向分辨率的纳米等离子体二聚体阵列,照明波长λ=405 nm。这种薄膜可以用作接触式光学元件,以提高传统显微镜的分辨率。
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引用次数: 30
Scaled carbon-ionogel supercapacitors for electronic circuits 电子电路用碳离子凝胶超级电容器
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045778
Leland Smith, G. Leung, Jonathan Lau, B. Kolasa, R. Burkholder, Michael Jack, B. Dunn, C. O. Chui
Capacitors are ubiquitous in signal processing circuits. Dielectric capacitors based on metal-oxide-semiconductor (MOS) and metal-insulator-metal (MIM) designs are currently the industry standard for on-chip charge storage. By comparison, electric double-layer capacitors (EDLC), or supercapacitors, offer capacitances that are orders of magnitude higher than dielectric capacitors. In this paper we present some early work in fabricating solid-state, on-chip EDLC.
电容器在信号处理电路中无处不在。基于金属-氧化物-半导体(MOS)和金属-绝缘体-金属(MIM)设计的介电电容器是目前片上电荷存储的行业标准。相比之下,电双层电容器(EDLC)或超级电容器提供的电容比介电电容器高几个数量级。在本文中,我们介绍了一些制造固态片上EDLC的早期工作。
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引用次数: 1
Hardware trojan state detection for analog circuits and systems 模拟电路和系统的硬件木马状态检测
Pub Date : 2014-06-24 DOI: 10.1109/NAECON.2014.7045837
Yen-Ting Wang, Qianqian Wang, Degang Chen, R. Geiger
The circuit structures with positive feedback loops are likely to have multiple operating points, and the unwanted Trojan state is easy to be triggered by process, voltage, and temperature variation or user's action. In this paper, circuit-level Homotopy methods are used to find all operating points and detect Trojan states. Furthermore, the temperature characteristic of the positive feedback loop circuits can also identify the Trojan state. Examples are given to show both Homotopy and temperature methods are valid.
具有正反馈回路的电路结构很可能有多个工作点,而流程、电压、温度变化或用户操作很容易触发不需要的木马状态。本文采用电路级同调方法找出所有工作点并检测木马状态。此外,正反馈回路电路的温度特性也能识别木马状态。本文举例说明了同调法和温度法的有效性。
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引用次数: 11
期刊
NAECON 2014 - IEEE National Aerospace and Electronics Conference
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