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A Comparison of Multispectral Transforms 多光谱变换的比较
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806518
M. A. Patterson
This research compares the results of five multispectral transforms applied to images of carbonized scrolls to determine which transform creates the best readable image. These transforms are vector quantization with principal components analysis, noise subspace projection, interference-and-noise-adjusted principal components analysis, convex cone analysis, and penalized discriminant analysis with principal components analysis. One approach to interference-and-noise-adjusted principal components analysis called signal-to-interference-plus-noise-ratio-based principal components analysis had the highest readability score according to a subjective judgment of 30 randomly selected individuals. However, convex cone analysis created a resultant image with the highest signal-to-noise ratio.
本研究比较了五种多光谱变换应用于碳化卷轴图像的结果,以确定哪种变换产生最好的可读图像。这些变换是矢量量化与主成分分析、噪声子空间投影、干扰和噪声调整的主成分分析、凸锥分析和惩罚判别分析与主成分分析。根据随机选择的30个人的主观判断,一种干扰和噪声调整的主成分分析方法称为基于信号-干扰-噪声比的主成分分析,其可读性得分最高。然而,凸锥分析产生的结果图像具有最高的信噪比。
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引用次数: 0
Relative Track Metrics to Determine Model Mismatch 确定模型不匹配的相对跟踪度量
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806556
Erik Blasch, A. Rice, Chun Yang, I. Kadar
Tracking performance is a function of data quality, tracker type, and target maneuverability. Many contemporary tracking methods are useful for various operating conditions. To determine nonlinear tracking performance independent of the scenario, we wish to explore metrics that highlight the tracker capability. With the emerging relative track metrics, as opposed to root-mean-square error (RMS) calculations, we explore the Averaged Normalized Estimation Error Squared (ANESS) and Non Credibility Index (NCI) to determine tracker quality independent of the data. This paper demonstrates the usefulness of relative metrics to determine a model mismatch, or more specifically a bias in the model, using the probabilistic data association filter, the unscented Kalman filter, and the particle filter.
跟踪性能是数据质量、跟踪器类型和目标可操作性的函数。许多现代跟踪方法适用于各种操作条件。为了确定独立于场景的非线性跟踪性能,我们希望探索强调跟踪器功能的度量。与均方根误差(RMS)计算相反,随着相对跟踪指标的出现,我们探索了平均归一化估计误差平方(ANESS)和非可信度指数(NCI),以确定独立于数据的跟踪器质量。本文演示了使用概率数据关联滤波器、无气味卡尔曼滤波器和粒子滤波器来确定模型不匹配或更具体地说是模型中的偏差的相对度量的有用性。
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引用次数: 11
Communication And Collaboration Cognition Systems: A Sociological Process For Integrating Standalone Technologies With The Global Information Grid 沟通与协作认知系统:整合独立技术与全球信息网格的社会学过程
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806508
K. Jones
This thought experiment discusses concepts that should be considered when performing systems integration and systems engineering efforts applicable to integrating standalone avionic and electronic cognition systems to attain complex adaptive communication and collaboration capabilities. The concepts are artificial sensory and cognition systems; biomimetics; engineering and systems engineering memes; and informational silos and their relationships to memes and memes integration problems. Put simply, from a problematic perspective, one problem is the following: Design and development teams oftentimes encounter technical challenges when attempting to integrate standalone, biomimetically-based, communication and collaboration cognition systems that were not designed to be integrated with other systems. A second problem is the following: Design and development teams oftentimes integrate systems based only on their machine-centered designs and functions and without consideration of human factor elements such as informational silos, memes and corporate cultures. A third problem is the following: Teams might encounter other systems integration and systems engineering problems and roadblocks too such as proprietary information; perceptual lenses; blind spots; and interdisciplinary and professional prejudgments, parochialisms and stereotypes. The latter can also interfere with efforts to integrate standalone systems (developed by different companies) and can also interfere with the systems being capable of providing individually attained information into command and control networks within required response times. Use of sociological processes related to holistic systems engineering, systems thinking and non-traditional professionals can be used to solve people-rated problems, to categorized unknowns for mitigating risks, and to then perform systems integration regarding communication and collaboration cognition systems.
这个思想实验讨论了在执行系统集成和系统工程工作时应该考虑的概念,这些概念适用于集成独立的航空电子和电子认知系统,以获得复杂的自适应通信和协作能力。概念是人工感觉和认知系统;仿生学;工程和系统工程模因;信息孤岛及其与模因的关系以及模因整合问题。简单地说,从问题的角度来看,一个问题是:设计和开发团队在试图集成独立的、基于仿生的、通信和协作认知系统时经常遇到技术挑战,这些系统的设计目的不是与其他系统集成。第二个问题如下:设计和开发团队通常只基于以机器为中心的设计和功能来集成系统,而不考虑人为因素,如信息孤岛、模因和企业文化。第三个问题如下:团队也可能遇到其他系统集成和系统工程问题和障碍,例如专有信息;感知镜头;盲点;跨学科和专业的偏见,狭隘和刻板印象。后者也可以干扰集成独立系统(由不同公司开发)的努力,并且也可以干扰能够在要求的响应时间内向指挥和控制网络提供单独获得的信息的系统。使用与整体系统工程、系统思考和非传统专业人员相关的社会学过程可以用来解决人们评价的问题,对未知进行分类以减轻风险,然后执行关于通信和协作认知系统的系统集成。
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引用次数: 1
In-flight Heading Estimation of Strapdown Magnetometers using Particle Filters 基于粒子滤波的捷联磁力计飞行航向估计
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806576
Wonmo Koo, S. Chun, S. Sung, Young Jae Lee, T. Kang
This paper presents a real-time heading estimation algorithm using IMU and strapdown magnetometer without any other external heading reference. To calibrate the magnetic deviation, sensor errors caused by hard iron effect and initial heading of strapdown magnetometers are considered. In our approach, sensor output distortion due to the soft iron effect is ignored, which is relatively small. First, for the estimation of heading angle, system and measurement model is derived, which is nonlinear. Then particle filter and extended Kalman filter is introduced for performance comparison. The proposed algorithm for the integration of IMU and magnetometer is verified via numerical simulation in Matlab. Simulation result demonstrates accurate heading estimation error within 1 degree for both algorithms when there exists small initial heading error and hard iron effect, yet particle filter provides more robust and precise result than the extended Kalman filter in case the initial heading error and biases are large.
提出了一种基于IMU和捷联磁强计的实时航向估计算法,该算法不需要任何外部航向参考。为了标定磁偏,考虑了硬铁效应和捷联磁力计初始航向引起的传感器误差。在我们的方法中,由于软铁效应的传感器输出失真被忽略,这是相对较小的。首先,对于航向角的估计,建立了非线性的系统和测量模型;然后引入粒子滤波和扩展卡尔曼滤波进行性能比较。在Matlab中通过数值仿真验证了所提出的IMU与磁强计集成算法。仿真结果表明,当存在较小的初始航向误差和硬铁效应时,两种算法的航向估计误差都在1度以内,而当初始航向误差和偏差较大时,粒子滤波比扩展卡尔曼滤波具有更强的鲁棒性和精度。
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引用次数: 4
UV Lithographic Patterning on Spin-coated DNA Thin-films 自旋涂覆DNA薄膜的UV平版印刷
Pub Date : 2008-07-16 DOI: 10.1117/12.802222
D. Diggs, J. Grote, C. Bartsch, F. Ouchen, A. Sharma, J. Taguenang, A. Kassu, R. Sileshi
Photopatterning with 266 nm UV light was accomplished on spin-coated DNA thin films using two different techniques. Lithographic masks were used to create 10-100 micron-sized arrays of enhanced hydrophilicity. Two such masks were used: (1) Polka Dot Filter having opaque squares and a transparent grid and (2) A metal wire-mesh having transparent squares and opaque grid. UV light selectively photodissociates the DNA film where it is exposed into smaller more hydrophilic fragments. UV-exposed films are then coated with a solution of a protein. The protein appears to selectively coat over areas exposed to UV light. We have also used interferometric lithography with UV light to accomplish patterning on the scale of 1 micron on DNA thin films. This technique has the potential to generate micro/nano arrays and vary the array-size. This paper describes the fabrication of these microarrays and a plausible application for fabricating antibody arrays for protein sensing applications.
采用两种不同的技术在自旋涂覆的DNA薄膜上完成了266nm紫外光的光刻。光刻掩模用于创建10-100微米大小的增强亲水性阵列。使用了两个这样的遮罩:(1)具有不透明正方形和透明网格的波尔卡点过滤器(Polka Dot Filter)和(2)具有透明正方形和不透明网格的金属丝网。紫外线选择性地光解DNA膜,使其暴露成更小的更亲水的片段。然后在紫外线照射下的薄膜上涂上一层蛋白质溶液。这种蛋白质似乎选择性地覆盖在暴露在紫外线下的区域。我们还利用紫外光干涉光刻技术在DNA薄膜上完成了1微米尺度的图案化。该技术具有产生微/纳米阵列和改变阵列大小的潜力。本文描述了这些微阵列的制造和一个合理的应用,制造抗体阵列的蛋白质传感应用。
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引用次数: 3
Statistical Performance of classifiers for a maritime ATR Task 海事ATR任务分类器的统计性能
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806540
C. Pilcher, A. Khotanzad
This research explores the statistical performance of several classifiers (Bayes, nearest neighbor, and a neural network) on a maritime ATR problem. The features employed were derived from range profiles and inspired by the physical structure of the ship targets to maximize the generalizability of the classifiers. The ship targets were created using Pro Engineer (parametric technology corporation), facetized, and input into XPATCH. XPATCH was used to create range profiles from 0 to 30 degree aspect. A likelihood based confidence measure was employed to force the classifiers to output at 98% confidence. The confidence measure was based on a discriminant that was the distance between a classifier output and a template.
本研究探讨了几种分类器(贝叶斯、最近邻和神经网络)在海上ATR问题上的统计性能。所采用的特征来源于距离轮廓,并受到船舶目标物理结构的启发,以最大限度地提高分类器的可泛化性。使用Pro Engineer(参数化技术公司)创建船舶目标,进行面化,并输入XPATCH。XPATCH用于创建0到30度的范围配置文件。采用基于似然的置信度度量来强制分类器以98%的置信度输出。置信度度量基于分类器输出和模板之间的距离的判别。
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引用次数: 2
Optically Tuneable Photonic Crystal Waveguides for Photonic Integrated Circuits 用于光子集成电路的光可调谐光子晶体波导
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806531
S. Masturzo, H. Jackson, J. Boyd, R. Ewing, H. Abdel-Aty-Zohdy, J. Yarrison-Rice
Incorporation of DNA into nanoscale wells in a silicon substrate has been demonstrated to show fabrication feasibility for optically tunable photonic crystal waveguides. A change in propagation characteristics due to DNA incorporation has been observed for a silicon-on-insulator photonic crystal waveguide.
将DNA整合到硅衬底的纳米级孔中,显示了光学可调谐光子晶体波导的制造可行性。由于DNA的掺入,已经观察到绝缘体上硅光子晶体波导的传播特性发生了变化。
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引用次数: 0
Mobility of a Base Station for Simultaneous Multiple Events in a Static Wireless Sensor Network 静态无线传感器网络中基站同时多事件的移动性
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806573
S. Toshniwal, A. Gaur, Demin Wang, D. Agrawal
Energy constrained nature and unattended deployment of sensors motivates the need of special techniques for designing reliable wireless sensor networks. Recently many approaches are considering mobile sensor nodes to deal with this problem. But making all the sensors mobile involves more signaling overhead for network maintenance. It is energy efficient to move the base station which has no power limitations. Also, there are many real life applications in which event based approach is more appropriate. In this paper, we propose an adaptive scheme for a mobile base station that moves according to the occurrence of events. We propose two optimization schemes: moving the BS towards the event centroid and moving the BS towards distance based weighted centroid. Simulation results show that moving the base station adaptively significantly prolongs the network lifetime.
传感器的能量约束性质和无人值守部署激发了设计可靠无线传感器网络的特殊技术的需求。近年来,许多方法都在考虑移动传感器节点来解决这一问题。但是让所有的传感器都能移动需要更多的信令开销来维护网络。移动没有功率限制的基站是节能的。此外,在许多实际应用程序中,基于事件的方法更适合。在本文中,我们提出了一种移动基站根据事件发生而移动的自适应方案。我们提出了两种优化方案:将BS向事件质心移动和将BS向基于距离的加权质心移动。仿真结果表明,自适应移动基站可以显著延长网络寿命。
{"title":"Mobility of a Base Station for Simultaneous Multiple Events in a Static Wireless Sensor Network","authors":"S. Toshniwal, A. Gaur, Demin Wang, D. Agrawal","doi":"10.1109/NAECON.2008.4806573","DOIUrl":"https://doi.org/10.1109/NAECON.2008.4806573","url":null,"abstract":"Energy constrained nature and unattended deployment of sensors motivates the need of special techniques for designing reliable wireless sensor networks. Recently many approaches are considering mobile sensor nodes to deal with this problem. But making all the sensors mobile involves more signaling overhead for network maintenance. It is energy efficient to move the base station which has no power limitations. Also, there are many real life applications in which event based approach is more appropriate. In this paper, we propose an adaptive scheme for a mobile base station that moves according to the occurrence of events. We propose two optimization schemes: moving the BS towards the event centroid and moving the BS towards distance based weighted centroid. Simulation results show that moving the base station adaptively significantly prolongs the network lifetime.","PeriodicalId":254758,"journal":{"name":"2008 IEEE National Aerospace and Electronics Conference","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127259076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Autonomous Self Organized UAV Swarm Systemis 自主自组织无人机群系统
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806544
D. J. Nowak, G. Lamont
Interest in Self-Organized (SO) unmanned aerial vehicles (UAVs) systems is increasing because of their flexibility, versatility and economics. Many countries and industries are developing autonomous and swarming UAVs for reconnaissance, surveillance, intelligence gathering, and target engagement and neutralization. The processes for effectively developing these systems are still in their infancy. Currently, little effort is focused on building simple agent rules with low-level SO systems communication in order to facilitate emergent behaviors. Note that only with the use of effective control structures can the full potential of these systems realized. Presented is an innovative new paradigm for developing SO-based autonomous vehicles. Using a formal design model, the Interactive Partially Observable Markov Decision Process, a full understanding of this SO domain is possible. With this design model and a focused effort on the minimization of computational and informational complexity, emergent entangled control hierarchies allow the SO rules to operate efficiently and effectively. This work extends the formal model decomposition technique, and in doing so ties in the information theoretic optimization to develop emergent structures. Preliminary computational results reflect limited success.
自组织(SO)无人机系统因其灵活性、通用性和经济性而日益受到关注。许多国家和行业正在开发自主和蜂群无人机,用于侦察、监视、情报收集、目标交战和中和。有效开发这些系统的过程仍处于起步阶段。目前,很少有人致力于构建具有低级SO系统通信的简单代理规则,以促进紧急行为。请注意,只有使用有效的控制结构才能充分发挥这些系统的潜力。提出了一种开发基于so的自动驾驶汽车的创新模式。使用正式的设计模型,交互式部分可观察马尔可夫决策过程,完全理解这个SO域是可能的。有了这个设计模型和对最小化计算和信息复杂性的关注,涌现的纠缠控制层次允许SO规则高效和有效地运行。这项工作扩展了形式模型分解技术,并在此过程中与信息理论优化联系起来,以开发紧急结构。初步的计算结果反映出有限的成功。
{"title":"Autonomous Self Organized UAV Swarm Systemis","authors":"D. J. Nowak, G. Lamont","doi":"10.1109/NAECON.2008.4806544","DOIUrl":"https://doi.org/10.1109/NAECON.2008.4806544","url":null,"abstract":"Interest in Self-Organized (SO) unmanned aerial vehicles (UAVs) systems is increasing because of their flexibility, versatility and economics. Many countries and industries are developing autonomous and swarming UAVs for reconnaissance, surveillance, intelligence gathering, and target engagement and neutralization. The processes for effectively developing these systems are still in their infancy. Currently, little effort is focused on building simple agent rules with low-level SO systems communication in order to facilitate emergent behaviors. Note that only with the use of effective control structures can the full potential of these systems realized. Presented is an innovative new paradigm for developing SO-based autonomous vehicles. Using a formal design model, the Interactive Partially Observable Markov Decision Process, a full understanding of this SO domain is possible. With this design model and a focused effort on the minimization of computational and informational complexity, emergent entangled control hierarchies allow the SO rules to operate efficiently and effectively. This work extends the formal model decomposition technique, and in doing so ties in the information theoretic optimization to develop emergent structures. Preliminary computational results reflect limited success.","PeriodicalId":254758,"journal":{"name":"2008 IEEE National Aerospace and Electronics Conference","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129848983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using a Tiled Architecture to Process Data from High-Bandwidth, Optical Interfaces 使用平铺结构处理来自高带宽光接口的数据
Pub Date : 2008-07-16 DOI: 10.1109/NAECON.2008.4806535
J. Teller, F. Ozguner, R. Ewing
In this paper, we propose a physical process inspired routing that routes data from a high-bandwidth data port to multiple processing tiles. Our routing is named magnetic based routing (MBR); data is "attracted" towards the processing tiles that need the data and is "repulsed" away from other data flows.
在本文中,我们提出了一种物理过程启发路由,将数据从高带宽数据端口路由到多个处理块。我们的路由被命名为基于磁的路由(MBR);数据被需要数据的处理块“吸引”,而被其他数据流“排斥”。
{"title":"Using a Tiled Architecture to Process Data from High-Bandwidth, Optical Interfaces","authors":"J. Teller, F. Ozguner, R. Ewing","doi":"10.1109/NAECON.2008.4806535","DOIUrl":"https://doi.org/10.1109/NAECON.2008.4806535","url":null,"abstract":"In this paper, we propose a physical process inspired routing that routes data from a high-bandwidth data port to multiple processing tiles. Our routing is named magnetic based routing (MBR); data is \"attracted\" towards the processing tiles that need the data and is \"repulsed\" away from other data flows.","PeriodicalId":254758,"journal":{"name":"2008 IEEE National Aerospace and Electronics Conference","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129907936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2008 IEEE National Aerospace and Electronics Conference
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