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2007 IEEE Aerospace Conference最新文献

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Bearing Line Tracking and Bearing-Only Target Motion Analysis 方位线跟踪和纯方位目标运动分析
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.353037
F. Bonneton, C. Jauffret
The framework of this paper is a passive sonar system, more precisely at the core of bearing estimation and bearings-only target motion analysis (BO-TMA). A cosine of relative bearing estimation and bearings v.s. time image is first obtained by a conventional frequency-domain beam-former [D.H Johnson et al, 1993]. Computing the first two moments of each line of this image, we evaluate the likelihood of the cosine of relative bearing of the target. Then, the cosine of relative bearing and its derivative are considered as the two components of a state vector of a linear dynamic system. This state vector is then estimated (or extracted) by a classical algorithm of the hidden Markov model (HMM) arsenal, whose parameters are adjusted according to the statistical assumptions. Unlike, we consider the presence of one sole target, but the beginning and the end of the line are unknown and must be estimated too. The extracted track is used as measurements set of the BO-TMA. Finally, the confrontation of the TMA results allow us to evaluate the performance of the triplet (beam-former, bearing extraction, BO-TMA).
本文的框架是一个被动声纳系统,更准确地说,其核心是方位估计和单方位目标运动分析(BO-TMA)。首先通过传统的频域波束形成器获得相对方位估计和方位随时间图像的余弦值[D.H Johnson等,1993]。计算该图像每条线的前两个矩,我们评估目标相对方位的余弦的可能性。然后,将相对方位余弦及其导数视为线性动力系统状态向量的两个分量。然后通过隐马尔可夫模型库的经典算法估计(或提取)状态向量,隐马尔可夫模型库的参数根据统计假设进行调整。不同的是,我们考虑唯一目标的存在,但线的开始和结束是未知的,也必须估计。提取的航迹作为BO-TMA的测量集。最后,TMA结果的对抗使我们能够评估三元组(波束形成,轴承提取,BO-TMA)的性能。
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引用次数: 3
Self-Supervised Classification for Planetary Rover Terrain Sensing 行星漫游者地形感知的自监督分类
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352693
Christopher A. Brooks, K. Iagnemma
Autonomous mobility in rough terrain is key to enabling increased science data return from planetary rover missions. Current terrain sensing and path planning approaches can be used to avoid geometric hazards, such as rocks and steep slopes, but are unable to remotely identify and avoid non-geometric hazards, such as loose sand in which a rover may become entrenched. This paper proposes a self-supervised classification approach to learning the visual appearance of terrain classes which relies on vibration-based sensing of wheel-terrain interaction to identify these terrain classes. Experimental results from a four-wheeled rover in Mars analog terrain demonstrate the potential for this approach.
在崎岖地形上的自主机动能力是提高行星探测器任务科学数据返回率的关键。目前的地形传感和路径规划方法可以用来避免几何危险,如岩石和陡坡,但无法远程识别和避免非几何危险,如松散的沙子,漫游者可能会陷入其中。本文提出了一种基于车轮-地形相互作用的振动感知来识别地形类视觉外观的自监督分类方法。在火星模拟地形上的四轮探测车的实验结果证明了这种方法的潜力。
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引用次数: 66
Automated Classification of Visible and Near-Infrared Spectra Using Self-Organizing Maps 使用自组织图的可见光和近红外光谱自动分类
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352701
T. Roush, R. Hogan
Existing and planned space missions to planetary and satellite surfaces produce increasing volumes of spectral data. Understanding the scientific content in this large data volume is a daunting task. Various statistical approaches are available to assess such data sets. We apply an automated classification scheme based on Kohonen Self-Organizing maps (SOM) developed originally for the thermal infrared (TIR) and extended here to the visible and near-infrared (VNIR). Available data from spectral libraries are used to train and test the classification in the VNIR. The library spectra are labeled in a hierarchical scheme with class, sub-class, and mineral group names. After training, the test spectra are presented to the SOM output layer and assigned membership to the appropriate cluster. These assignments are then evaluated to assess the robustness, scientific meaning and accuracy of the derived SOM classes as they relate to the spectral labels. We investigate the influence of particle size on our results by training and classifying three particle size separates. We find the SOM results are robust based upon the number of clusters determined from ten independent training/testing efforts. We find the SOM results are most scientifically meaningful for the grossest differences between materials, although some individual groups retain high accuracy even when the overall accuracy of the SOM is low.
现有的和计划中的行星和卫星表面的空间任务产生越来越多的光谱数据。理解如此庞大的数据量中的科学内容是一项艰巨的任务。有各种统计方法可用于评估这些数据集。我们采用了一种基于Kohonen自组织图(SOM)的自动分类方案,该方案最初是为热红外(TIR)开发的,并在此扩展到可见光和近红外(VNIR)。利用光谱库中的可用数据对VNIR中的分类进行训练和测试。库中的光谱以类名、子类名和矿物群名进行分层标记。经过训练后,测试光谱被提交到SOM输出层,并被分配到适当的聚类中。然后对这些分配进行评估,以评估派生的SOM类与光谱标签相关的鲁棒性、科学意义和准确性。我们通过训练和分类三个粒度分离物来研究粒度对我们结果的影响。我们发现,基于由十个独立的训练/测试工作确定的聚类数量,SOM结果是鲁棒的。我们发现SOM结果对于材料之间的最大差异最具科学意义,尽管某些个体组即使在SOM的整体精度较低时仍保持较高的精度。
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引用次数: 10
Routing In Deep-Space Satellite Networks With Lossy Links 具有有损链路的深空卫星网络中的路由
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352898
V. Maramreddy, O. Amadasun, V. Sarangan, J. Thomas
This paper proposes routing schemes to forward packets in deep space networks with lossy links. The proposed schemes build on the framework proposed by Clare et. al and are sensitive to the energy consumed and link error rates along a satellite link. In the presence of lossy links, it is a common practice in terrestrial networks to retransmit packets lost due to errors. However, it is not clear if such a strategy will be suitable for deep-space networks, since the long propagation delays associated with the satellite links could hinder the data transfer rate. Further, packet re-transmissions also increase the energy load on a satellite, thereby straining their limited energy reserves. This leads to the following question: "Is it worthy to retransmit packets lost due to errors in deep space networks to ensure 100% data reliability or is it sufficient to forward the packets along the path with maximum reliability without any re-transmissions?" In an attempt to answer the above question, we propose two routing schemes and compare their performance through simulations against a vanilla routing scheme in terms of energy consumption, reliability, and throughput.
提出了一种在深空有损耗网络中转发数据包的路由方案。所提出的方案建立在Clare等人提出的框架之上,并且对卫星链路上的能量消耗和链路错误率敏感。在有损链路存在的情况下,重传由于错误而丢失的数据包是地面网络中常见的做法。然而,目前尚不清楚这种策略是否适用于深空网络,因为与卫星链路相关的长传播延迟可能会阻碍数据传输速率。此外,分组重传也增加了卫星的能量负荷,从而使其有限的能量储备紧张。这就引出了以下问题:“是否值得在深空网络中重新传输由于错误而丢失的数据包以确保100%的数据可靠性,或者沿着最大可靠性的路径转发数据包而不进行任何重新传输就足够了?”为了回答上述问题,我们提出了两种路由方案,并通过仿真比较了它们在能耗、可靠性和吞吐量方面与普通路由方案的性能。
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引用次数: 5
Aperture Efficiency of Amplitude Weighting Distributions for Array Antennas 阵列天线振幅加权分布的孔径效率
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352856
G. Hopkins, J. Ratner, A. Traille, V. Tripp
Array antennas offer a wide range of opportunities in the variation of their directivity patterns through amplitude and phase control. Peak sidelobe levels may be reduced via amplitude control or weighting across the array aperture. Several authors have made significant contributions in detailing processes for synthesizing these aperture amplitude distributions for the purpose of sidelobe level control. One of the basic trade-offs when implementing amplitude weighting functions is that a trade between low sidelobe levels and a loss in main beam directivity always results. Some of the commercially available pattern calculation programs that can implement sidelobe level control do not provide calculations of the aperture efficiencies given different amplitude weightings. Calculation of the aperture efficiency can be somewhat confusing, particularly with regards to the difference between tapering via attenuation versus redistribution. The purpose of this paper is to define these terms, to provide a review of the proper normalization technique that is important in obtaining accurate aperture efficiency estimation. Descriptions of the amplitude tapers and their utility will be presented. A design example will be presented which will compare theoretical efficiencies with those obtained via finite element method simulation.
通过幅度和相位控制,阵列天线在方向性方向图的变化方面提供了广泛的机会。峰值旁瓣电平可以通过幅度控制或在阵列孔径上加权来降低。几位作者在详细介绍了用于副瓣电平控制的孔径振幅分布的合成过程方面做出了重大贡献。在实现幅度加权函数时,一个基本的权衡是在低副瓣电平和主波束方向性损失之间进行权衡。一些商业上可用的模式计算程序,可以实现副瓣电平控制不提供计算孔径效率给定不同的幅度加权。孔径效率的计算可能有些令人困惑,特别是关于通过衰减逐渐变细与重新分布之间的差异。本文的目的是定义这些术语,并提供适当的归一化技术,这是获得准确的孔径效率估计的重要回顾。将介绍振幅锥及其用途的描述。将给出一个设计实例,将理论效率与通过有限元方法模拟得到的效率进行比较。
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引用次数: 11
Kinematic-Vision Residuals Analysis 运动视觉残差分析
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352686
K. Nickels, M. Bajracharya, A. Trebi-Ollennu, R. Liebersbach
This paper describes the design, validation, and integration of a tool to locate a portion of the instrument deployment device (IDD) on the Mars exploration rover (MER) vehicles on Mars in imagery from the front hazard avoidance cameras, and to track the differences between the predicted and detected position of the manipulator over time. The analysis of kinematic-vision residuals, or the difference between where a manipulator is expected to appear in onboard imagery and where it actually appears in the imagery, yields insight into several aspects of an operational robotic system. The fidelity of the IDD and camera models is evaluated. Systematic changes in the performance over time can give insight to rover degradation or other changes. Finally, new models can be proposed and evaluated on the basis of trended data over time.
本文描述了一种工具的设计、验证和集成,该工具可以在火星探测漫游者(MER)车辆上的仪器展开装置(IDD)的前部防险相机图像中定位一部分,并跟踪机械手的预测位置与检测位置之间的差异。对运动学视觉残差的分析,或机械手在机载图像中预期出现的位置与实际出现在图像中的位置之间的差异,可以深入了解操作机器人系统的几个方面。对IDD和相机模型的保真度进行了评估。随着时间的推移,性能的系统变化可以让我们了解漫游车的退化或其他变化。最后,可以根据随时间变化的趋势数据提出新的模型并进行评估。
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引用次数: 1
On Representative Spaceflight Instrument and Associated Instrument Sensor Web Framework 代表性航天仪器及相关仪器传感器网络框架研究
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.353084
S. Kizhner, U.D. Patel, Meg Vootukuru
Sensor Web-based adaptation and sharing of space flight mission resources, including those of the Space-Ground and Control-User communication segments, could greatly benefit from utilization of heritage Internet Protocols and devices applied for Spaceflight (SpacelP). This had been successfully demonstrated by a few recent spaceflight experiments. However, while terrestrial applications of Internet protocols are well developed and understood (mostly due to billions of dollars in investments by the military and industry), the spaceflight application of Internet protocols is still in its infancy. Progress in the developments of SpacelP-enabled instrument components will largely determine the SpacelP utilization of those investments and acceptance in years to come. Likewise SpacelP, the development of commercial real-time and instrument co-located computational resources, data compression and storage, can be enabled on-board a spacecraft instrument and, in turn, support a powerful application to Sensor Web-based design of a spaceflight instrument. These are presently only co-located with the spacecraft Command and Data Handling System (C&DH). Sensor Web-enabled re-configuration and adaptation of structures for hardware resources and information systems on instrument level will commence application of Field Programmable Gate Arrays (FPGA) and other aerospace programmable logic devices for what this technology was intended. These are a few obvious potential benefits of Sensor Web technologies for spaceflight applications on instrument level. However, they are still waiting to be explored. This is because there is a need for a new approach to spaceflight instrumentation in order to make these mature sensor web technologies applicable for spaceflight. In this paper we present an approach in developing related and enabling spaceflight instrument-level technologies based on the new concept of a representative Instrument Sensor Web (ISW). This concept widens the scope of heritage sensor webs and facilitates the application of sensor web technologies to complex representative instruments onboard future spacecrafts.
基于网络的空间飞行任务资源的传感器适配和共享,包括空间-地面和控制-用户通信部分的资源,可以从传统的互联网协议和用于航天的设备(SpacelP)的利用中受益匪浅。最近的几次航天实验已经成功地证明了这一点。然而,虽然互联网协议的地面应用得到了很好的发展和理解(主要是由于军事和工业数十亿美元的投资),但互联网协议的航天应用仍处于起步阶段。支持SpacelP的仪器组件的开发进展将在很大程度上决定这些投资对SpacelP的利用和未来几年的接受程度。同样,商业实时和仪器协同计算资源的开发,数据压缩和存储,可以在航天器仪器上启用,反过来,支持基于web的空间飞行仪器传感器设计的强大应用。这些目前仅与航天器指挥和数据处理系统(C&DH)位于同一位置。传感器网络支持硬件资源和仪器级信息系统结构的重新配置和适应将开始应用现场可编程门阵列(FPGA)和其他航空航天可编程逻辑设备,以实现该技术的目的。这些是传感器网络技术在仪器级航天应用中的一些明显的潜在好处。然而,它们仍有待探索。这是因为为了使这些成熟的传感器网络技术适用于航天飞行,需要一种新的航天仪器方法。在本文中,我们提出了一种基于代表性仪器传感器网络(ISW)的新概念开发相关和使能航天仪器级技术的方法。这一概念扩大了传统传感器网的范围,促进了传感器网技术在未来航天器上复杂代表性仪器上的应用。
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引用次数: 4
Space Wire Plug `n' Play 太空线即插即用
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.353097
G. Rakow, P. McGuirk, C. Kimmery, Paul Jaffe
The ability to rapidly deploy inexpensive satellites to meet tactical goals has become an important goal for military space systems. In fact, Operationally Responsive Space (ORS) has been in the spotlight at the highest levels. The Office of the Secretary of Defense (OSD) has identified that the critical next step is developing the bus standards and modular interfaces. Historically, satellite components have been constructed based on bus standards and standardized interfaces. However, this has not been done to a degree, which would allow the rapid deployment of a satellite. Advancements in plug-and-play (PnP) technologies for terrestrial applications can serve as a baseline model for a PnP approach for satellite applications. Since SpaceWire (SpW) has become a de facto standard for satellite high-speed (>200Mbp) on-board communications, it has become important for SpW to adapt to this plug and play (PnP) environment. Because SpW is simply a bulk transport protocol and lacks built-in PnP 9.3 SpaceWire Router features, several changes are required to facilitate PnP with SpW. The first is for Host(s) to figure out what the network looks like, i.e., how pieces of the network, routers and nodes, are connected together; network mapping, and to receive notice of changes to the network. The second is for the components connected to the network to be understood so that they can communicate. The first element, network topology mapping & change of status indication, is being defined (topic of this paper). The second element describing how components are to communicate has been defined by ARFL with the electronic data sheets known as XTEDS. The first element, network mapping, is recent activities performed by Air Force Research Lab (ARFL), Naval Research Lab (NRL), NASA and US industry (Honeywell Clearwater, FL, and others). This work has resulted in the development of a protocol that will perform the lower evel functions of network mapping and Change Of Status (COS) indication required by Plug n Play over SpaceWire. This work will be presented to the SpaceWire working group for standardization under European Cooperation for Space Standardization (ECSS) and to obtain a permanent Protocol ID (G. Rakow et al., 2006).The portion of the Plug n Play protocol that will be described in this paper is how the Host(s) of a SpaceWire network map the network and detect additions and deletions of devices on a SpaceWire network.
快速部署廉价卫星以满足战术目标的能力已成为军事空间系统的重要目标。事实上,操作响应空间(operational Responsive Space, ORS)已经成为最高层关注的焦点。国防部长办公室(OSD)已经确定,关键的下一步是开发总线标准和模块化接口。从历史上看,卫星组件是基于总线标准和标准化接口构建的。然而,这还没有达到可以快速部署卫星的程度。地面应用的即插即用(PnP)技术的进步可以作为卫星应用的PnP方法的基线模型。由于SpaceWire (SpW)已经成为卫星高速(>200Mbp)机载通信的事实上的标准,因此SpW适应这种即插即用(PnP)环境变得非常重要。由于SpW只是一个批量传输协议,缺乏内置的PnP 9.3 SpaceWire路由器功能,因此需要进行一些更改以促进SpW的PnP。首先,主机(s)要弄清楚网络是什么样子的,即,网络的各个部分,路由器和节点是如何连接在一起的;网络映射,并接收网络变更通知。第二个是要理解连接到网络的组件,以便它们能够通信。定义了第一个要素——网络拓扑映射和状态指示的变化(本文的主题)。描述组件如何通信的第二个元素由ARFL用称为XTEDS的电子数据表定义。第一个要素,网络映射,是最近由空军研究实验室(ARFL)、海军研究实验室(NRL)、NASA和美国工业界(Honeywell Clearwater, FL等)执行的活动。这项工作导致了一种协议的开发,该协议将执行SpaceWire上即插即用所需的网络映射和状态变化(COS)指示的低级功能。这项工作将提交给欧洲空间标准化合作(ECSS)下的SpaceWire标准化工作组,并获得永久协议ID (G. Rakow et al., 2006)。即插即用协议将在本文中描述的部分是SpaceWire网络的主机如何映射网络并检测SpaceWire网络上设备的添加和删除。
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引用次数: 5
The Struggle for Ka-band: NASA's Gradual Move Towards Using 32-GHz Ka-band for Deep Space Missions 对ka波段的争夺:NASA逐步向使用32ghz ka波段进行深空任务迈进
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352894
S. Shambayati
32-GHz Ka-band was first considered for deep-space use in 1976. In 1979, 1 GHz of spectrum at 32-GHz Ka-band was allocated for deep space use. Since then NASA's Jet Propulsion Laboratory (JPL) has been developing technologies and architectures necessary to support Ka-band planetary missions. This paper is a survey of JPL's effort. This survey includes a summary of early paper studies done in the 1980's and 1990's, development of the 34-m beam waveguide (BWG) antennas at the deep space network (DSN), and Ka-band experiments on Mars Observer, Mars Global Surveyor, Deep Space 1, Cassini and Mars reconnaissance orbiter spacecraft. The focus of this paper is on the technological and architectural challenges that 32-GHz Ka-band operations have presented throughout this long history. These include challenges presented by the weather and tighter pointing requirements for the spacecraft as well as the need to use multiple data rates during a pass.
32千兆赫卡波段于1976年首次被考虑用于深空。1979年,32千兆赫卡波段的1千兆赫频谱被分配给深空使用。从那时起,NASA的喷气推进实验室(JPL)一直在开发支持ka波段行星任务所需的技术和架构。本文对JPL的工作进行了综述。本次调查包括对20世纪80年代和90年代早期论文研究的总结,深空网络(DSN)中34米波束波导(BWG)天线的发展,以及在火星观察者、火星全球勘测者、深空1号、卡西尼号和火星侦察轨道飞行器上进行的ka波段实验。本文的重点是32ghz ka波段操作在漫长的历史中所面临的技术和架构挑战。这些挑战包括天气带来的挑战和对航天器更严格的指向要求,以及在通过期间需要使用多种数据速率。
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引用次数: 11
Electronic Prognostics Through Advanced Modeling Techniques 通过先进的建模技术进行电子预测
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352906
J. Line, A. Iyer
Electronic prognostics is a growing field important to both military and commercial applications. When implemented, this capability will greatly enhance the maintenance management of platforms. Electronic prognostics require extensive use of physics of failure models to predict the remaining useful life of complex electronic failure modes.
电子预测是一个日益发展的领域,对军事和商业应用都很重要。一旦实现,该功能将大大增强平台的维护管理。电子预测需要广泛使用失效模型的物理学来预测复杂电子失效模式的剩余使用寿命。
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引用次数: 6
期刊
2007 IEEE Aerospace Conference
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