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Simulation to support local search in trajectory optimization planning 仿真支持轨迹优化规划中的局部搜索
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187438
R. Morris, K. Venable, J. Lindsey
NASA and the international community are investing in the development of a commercial transportation infrastructure that includes the increased use of rotorcraft, specifically helicopters and civil tilt rotors. However, there is significant concern over the impact of noise on the communities surrounding the transportation facilities. One way to address the rotorcraft noise problem is by exploiting powerful search techniques coming from artificial intelligence coupled with simulation and field tests to design low-noise flight profiles which can be tested in simulation or through field tests. This paper investigates the use of simulation based on predictive physical models to facilitate the search for low-noise trajectories using a class of automated search algorithms called local search. A novel feature of this approach is the ability to incorporate constraints directly into the problem formulation that addresses passenger safety and comfort.
美国宇航局和国际社会正在投资发展商业运输基础设施,其中包括增加旋翼飞机的使用,特别是直升机和民用倾斜旋翼。然而,噪音对交通设施周围社区的影响令人担忧。解决旋翼机噪声问题的一种方法是利用来自人工智能的强大搜索技术,结合模拟和现场测试来设计低噪声飞行剖面,可以在模拟或现场测试中进行测试。本文研究了基于预测物理模型的模拟的使用,以促进使用一类称为局部搜索的自动搜索算法搜索低噪声轨迹。这种方法的一个新特点是能够将约束直接纳入解决乘客安全和舒适的问题制定中。
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引用次数: 5
The Astro-H soft X-ray mirror Astro-H软x射线镜
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187155
David Robinson, T. Okajima, P. Serlemitsos, Y. Soong
The Astro-H is led by the Japanese Space Agency (JAXA) in collaboration with many other institutions including the NASA Goddard Space Flight Center. Goddard's contributions include two soft X-ray telescopes (SXTs). The telescopes have an effective area of 562 cm2 at 1 keV and 425 cm2 at 6 keV with an image quality requirement of 1.7 arc-minutes half power diameter (HPD). The engineering model has demonstrated 1.1 arc-minutes HPD error. The design of the SXT is based on the successful Suzaku mission mirrors with some enhancements to improve the image quality. Two major enhancements are bonding the X-ray mirror foils to alignment bars instead of allowing the mirrors to float, and fabricating alignment bars with grooves within 5 microns of accuracy. An engineering model SXT was recently built and subjected to several tests including vibration, thermal, and X-ray performance in a beamline. Several lessons were learned during this testing that will be incorporated in the flight design. Test results and optical performance are discussed, along with a description of the design of the SXT.
Astro-H由日本航天局(JAXA)领导,与包括美国宇航局戈达德太空飞行中心在内的许多其他机构合作。戈达德的贡献包括两个软x射线望远镜(sxt)。该望远镜在1 keV时有效面积为562 cm2,在6 keV时有效面积为425 cm2,成像质量要求为1.7弧分半功率直径(HPD)。工程模型的HPD误差为1.1角分。SXT的设计基于成功的Suzaku任务镜,并进行了一些改进以提高图像质量。两个主要的改进是将x射线反射镜箔粘合到对准棒上,而不是让反射镜漂浮,以及制造精度在5微米以内的凹槽对准棒。最近建立了一个工程模型SXT,并进行了多次测试,包括振动、热学和光束线中的x射线性能。在这次测试中吸取了一些教训,这些教训将被纳入飞行设计中。讨论了测试结果和光学性能,并对SXT的设计进行了描述。
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引用次数: 0
Parallelization techniques for the 2D Fourier Matched Filtering and Interpolation SAR algorithm 二维傅里叶匹配滤波和插值SAR算法的并行化技术
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187225
F. Kraja, G. Acher, A. Bode
Future space application will require High Performance Computing (HPC) capabilities to be available on board of future spacecrafts. To cope with this requirement, multi and many-core processor technologies have to be integrated in the computing platforms of the spacecraft. One of the most important requirements, coming from the nature of space applications, is the efficiency in terms of performance per Watt. In order to improve the efficiency of such systems, algorithms and applications have to be optimized and scaled to the number of cores available in the computing platform. In this paper we describe the parallelization techniques applied to a Synthetic Aperture Radar (SAR) application based on the 2-Dimentional Fourier Matched Filtering and Interpolation (2DFMFI) Algorithm. Other than sequential optimizations, we applied parallelization techniques for shared memory, distributed shared memory and distributed memory environments, using parallel programming models like OpenMP and MPI. It turns out that parallelizing this type of algorithms is not an easy and straightforward task to do, but with a little bit of effort, one can improve performance and scalability, increasing the level of efficiency.
未来的空间应用将需要未来航天器上的高性能计算(HPC)能力。为满足这一要求,航天器计算平台必须集成多核、多核处理器技术。由于空间应用的性质,最重要的要求之一是以每瓦性能为单位的效率。为了提高这些系统的效率,算法和应用程序必须进行优化,并根据计算平台中可用的核心数量进行扩展。本文描述了基于二维傅立叶匹配滤波与插值(2DFMFI)算法的并行化技术在合成孔径雷达(SAR)中的应用。除了顺序优化之外,我们还使用并行编程模型(如OpenMP和MPI)对共享内存、分布式共享内存和分布式内存环境应用了并行化技术。事实证明,并行化这种类型的算法并不是一项简单而直接的任务,但只要稍加努力,就可以提高性能和可伸缩性,从而提高效率水平。
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引用次数: 3
A fast model-based diagnosis engine 基于模型的快速诊断引擎
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187367
A. Fijany, A. Barrett, F. Vatan
In this paper we present a novel fast model-based diagnosis engine. Our novel engine is based on a two-step approach to diagnosis, i.e., off-line system analysis and on-line diagnosis. The efficiency of our novel method results from the fact that, by performing a detailed analysis of the target system, it drastically reduces the amount of computation needed for diagnosis. In particular, our new algorithm relies on the concept and use of minimal set of ARRs to achieve a much better efficiency in the diagnosis process. Our novel diagnosis engine is based on our two recent results. First, it uses our recently developed method for generation of the complete set of ARRs. Second, it uses the minimal set of ARRs; as we have recently shown that for any given number of faults, i.e., single, double, triple, etc., there is a corresponding minimal set of ARRs which is usually significantly smaller than the complete set of ARRs. We present and discuss the performance of our diagnosis engine by its application to several examples. We show that, even by using a non-exoneration assumption, we achieve a much better efficiency over the GDE as well as full ARR-based approaches for model-based diagnosis.
本文提出了一种新的基于模型的快速诊断引擎。我们的新引擎基于两步诊断方法,即离线系统分析和在线诊断。我们的新方法的效率源于这样一个事实,即通过对目标系统进行详细分析,它大大减少了诊断所需的计算量。特别是,我们的新算法依赖于最小arr集的概念和使用,在诊断过程中实现了更好的效率。我们的新型诊断引擎是基于我们最近的两个结果。首先,它使用我们最近开发的方法来生成完整的arr集。其次,它使用最小arr集;正如我们最近所表明的,对于任何给定数量的断层,即单、双、三重等,都有一个相应的最小arr集,它通常明显小于arr的完整集。通过实例介绍和讨论了该诊断引擎的性能。我们表明,即使使用非免责假设,我们在基于模型的诊断中也比GDE和完全基于ar的方法获得了更好的效率。
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引用次数: 0
Advances in multi-mission autonomous rendezvous and docking and relative navigation capabilities 多任务自主交会对接及相关导航能力研究进展
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187303
K. Miller, J. Masciarelli, R. Rohrschneider
Relative Navigation (RelNav) applications, have been identified as an enabling function of many of NASA's future mission architectures, including Rendezvous, Proximity Operations and Docking (RPOD), as well as planetary surface rendezvous and landing, surface mobility and in space servicing. Functional capabilities have been maintained and exercised for decades, but recent design and test efforts have validated revolutionary improvements in functionality and performance levels of active and passive relative navigation sensors and processing, providing a pathway for advanced autonomous operations The advances are multidisciplinary and include compact, multimission algorithm design, high performance camera technology, flash LIDAR advances, spatial light modulation and systems engineering. Many of the key technologies have been demonstrated in airborne test programs, and some of the key flash LIDAR advances were flight qualified on the Sensor Test for Orion RelNav Risk Mitigation (STORRM) relative navigation sensor suite, flown in 2011 on STS-134. The STORRM sensor suite has been developed to provide a highly reliable, compact, lightweight solution for human and robotic missions. This paper provides progress and performance results associated with relative navigation via STORRM, as well as other RelNav technology advancement and relevance to future mission applications. Cooperative and noncooperative mission application environments with natural and manmade targets and feature sets and varying degrees of autonomy are addressed.
相对导航(RelNav)应用已被确定为许多NASA未来任务架构的使能功能,包括交会、近距离操作和对接(RPOD),以及行星表面交会和着陆、表面机动和空间服务。功能能力已经维持和使用了几十年,但最近的设计和测试工作已经验证了主动和被动相对导航传感器和处理的功能和性能水平的革命性改进,为先进的自主操作提供了途径。这些进步是多学科的,包括紧凑的多任务算法设计,高性能相机技术,闪光激光雷达的进步,空间光调制与系统工程。许多关键技术已经在机载测试项目中得到了验证,一些关键的闪光激光雷达进展在猎户座RelNav风险缓解(STORRM)相关导航传感器套件的传感器测试中获得了飞行资格,该测试于2011年在STS-134上进行。STORRM传感器套件旨在为人类和机器人任务提供高度可靠、紧凑、轻便的解决方案。本文提供了通过STORRM进行相对导航的相关进展和性能结果,以及其他RelNav技术的进步和与未来任务应用的相关性。研究了具有自然目标和人为目标、特征集以及不同程度自治的协作和非协作任务应用环境。
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引用次数: 6
A multiple asset scheduler for satellite data throughput and variable rate analysis 用于卫星数据吞吐量和可变速率分析的多资产调度程序
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187123
G. Bussey, W. Horne
The National Aeronautics and Space Administration's (NASA) Goddard Space Flight Center (GSFC) has developed a tool for generating representative schedules of satellite communication sessions to aid in architecture assessments and data throughput analyses. Essentially, the tool provides an efficient method to address the Multi-Satellite Scheduling Problem (MSSP), an example competitive resource allocation problem. The tool interacts with a commercially available simulation environment, Satellite Tool Kit (STK), using a custom developed MATLAB interface. This paper details the reasoning behind the development of the tool, provides a description of the genetic algorithms used in the tool, and discusses example applications of the tool in supporting the future development of space missions and NASA's space communications infrastructure.
美国国家航空航天局(NASA)戈达德太空飞行中心(GSFC)开发了一种工具,用于生成具有代表性的卫星通信会话时间表,以帮助进行架构评估和数据吞吐量分析。从本质上讲,该工具提供了一种有效的方法来解决多卫星调度问题(MSSP),一个典型的竞争性资源分配问题。该工具使用自定义开发的MATLAB接口与商用仿真环境卫星工具包(STK)进行交互。本文详细介绍了该工具开发背后的原因,提供了该工具中使用的遗传算法的描述,并讨论了该工具在支持空间任务和NASA空间通信基础设施未来发展方面的示例应用。
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引用次数: 1
Sparse data association for Low Earth Orbit tracking 低地球轨道跟踪的稀疏数据关联
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187202
T. Castaings, B. Pannetier, F. Muller, M. Rombaut
This paper deals with the association problem of sparse data provided by a ground-based radar system for space surveillance. The method we propose and investigate aims at correlating sets of short arcs originating from successive orbits. When orbital states are unavailable due to limited information contained in each report, metric distances are introduced and used jointly with a time window for the gating, which contributes significantly to reducing the number of association possibilities. Resulting tracks should contain enough information for obtaining adequate initial estimates for the initial orbit determination step.
研究了空间监视地基雷达系统稀疏数据的关联问题。我们提出和研究的方法旨在关联由连续轨道产生的短弧集。当由于每个报告中包含的信息有限而无法获得轨道状态时,引入公制距离并联合使用时间窗口进行门控,这有助于显著减少关联可能性的数量。产生的轨道应包含足够的信息,以便为初始轨道确定步骤获得足够的初始估计。
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引用次数: 4
Asteroid retrieval feasibility 小行星检索可行性
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187031
J. Brophy, L. Friedman, F. Culick
This paper describes the interim results of a study sponsored by the Keck Institute for Space Studies to investigate the feasibility of identifying, robotically capturing, and returning an entire Near-Earth Asteroid (NEA) to the vicinity of the Earth by the middle of the next decade. The feasibility hinges on finding an overlap between the smallest NEAs that can be reasonably discovered and characterized and the largest NEAs that can be captured and transported in a reasonable flight time. This overlap appears to be centered on NEAs with a nominal diameter of roughly 7 m corresponding to masses in the range of 250,000 kg to 1,000,000 kg. Trajectory analysis based on asteroid 2008HU4 suggests that such an asteroid could be returned to a high-Earth orbit using a single Atlas V-class launch vehicle and a 40-kW solar electric propulsion system by 2026. The return of such an object could serve as a testbed for human operations in the vicinity of an asteroid. It would provide a wealth of scientific and engineering information and would enable detailed evaluation of its resource potential, determination of its internal structure and other aspects important for planetary defense activities.
本文描述了由凯克空间研究所赞助的一项研究的中期结果,该研究旨在调查在未来十年中期识别、机器人捕获并将整个近地小行星(NEA)送回地球附近的可行性。可行性取决于在合理的飞行时间内找到可以合理发现和表征的最小近地天体与可以捕获和运输的最大近地天体之间的重叠。这种重叠似乎集中在公称直径约为7米的近地天体上,对应的质量在25万公斤到100万公斤之间。基于小行星2008HU4的轨道分析表明,到2026年,这样的小行星可以使用一个Atlas v级运载火箭和一个40千瓦的太阳能电力推进系统返回高地球轨道。这样一个物体的返回可以作为人类在小行星附近操作的试验台。它将提供丰富的科学和工程资料,并能够详细评价其资源潜力,确定其内部结构和其他对行星防御活动很重要的方面。
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引用次数: 82
Investigation of transonic wake dynamics for mechanically deployable entry systems 机械展开进入系统跨声速尾迹动力学研究
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187000
E. Stern, M. Barnhardt, E. Venkatapathy, G. Candler, D. Prabhu
A numerical investigation of transonic flow around a mechanically deployable entry system being considered for a robotic mission to Venus has been performed, and preliminary results are reported. The flow around a conceptual representation of the vehicle geometry was simulated at discrete points along a ballistic trajectory using Detached Eddy Simulation (DES). The trajectory points selected span the low supersonic to transonic regimes with freestream Mach numbers from 1.5 to 0.8, and freestream Reynolds numbers (based on diameter) between 2.09 × 106 and 2.93 × 106. Additionally, the Mach 0.8 case was simulated at angles of attack between 0° and 5°. Static aerodynamic coefficients obtained from the data show qualitative agreement with data from 70° sphere-cone wind tunnel tests performed for the Viking program. Finally, the effect of choices of models and numerical algorithms is addressed by comparing the DES results to those using a Reynolds Averaged Navier-Stokes (RANS) model, as well as to results using a more dissipative numerical scheme.
一项关于机械可展开进入系统周围跨音速流动的数值研究正在被考虑用于金星的机器人任务,并报告了初步结果。利用分离涡模拟(DES)在弹道轨迹上的离散点上模拟了围绕飞行器几何形状概念表示的流动。所选轨迹点跨越低超音速到跨音速区间,自由流马赫数在1.5 ~ 0.8之间,自由流雷诺数(基于直径)在2.09 × 106 ~ 2.93 × 106之间。此外,模拟了攻角在0°和5°之间的0.8马赫情况。从数据中获得的静态气动系数与为Viking项目进行的70°球锥风洞试验数据在定性上一致。最后,通过将DES结果与使用Reynolds平均Navier-Stokes (RANS)模型的结果以及使用更耗散的数值格式的结果进行比较,解决了模型和数值算法选择的影响。
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引用次数: 6
Robust gain-scheduled autopilot design with LPV reference model for portable missile 基于LPV参考模型的便携式导弹鲁棒增益调度自动驾驶仪设计
Pub Date : 2012-03-03 DOI: 10.1109/AERO.2012.6187214
C. Xianxiang, S. Jianmei, C. Gaohua
Robust gain-scheduled acceleration autopilot design using Linear Parameter Varying(LPV) reference model is presented for portable missile with large-scale parameter variation and unmodelled dynamics. Damping loop is designed firstly with a varying feedback gain to improve the dynamics characteristics of the portable missile. The LPV reference model and the damped missile dynamics are integrated together as the generalized controlled plant. Then the robust gain-scheduled control technique, i.e. LPV/μ mixed control, is applied to design the acceleration tracking autopilot for the portable missile. The D-K-D iteration with GEVP is utilized to optimize the performance index and obtain the control structure. Simulation results show that with the LPV/μ mixed control and LPV reference model being applied in the portable missile, deflection angle and deflection angular rate can be constrained to the reasonable limit at slow speed, and desired autopilot performance can be achieved in the full flight envelope and with some unmodelled dynamics. The design method is suitable and effective for the portable missile.
针对具有大范围参数变化和未建模特性的便携式导弹,提出了基于线性参数变化参考模型的鲁棒增益计划加速度自动驾驶仪设计方法。为了改善便携式导弹的动力学特性,首先设计了可变反馈增益的阻尼回路。将LPV参考模型与阻尼导弹动力学集成为广义控制对象。然后将鲁棒增益计划控制技术,即LPV/μ混合控制,应用于便携式导弹加速度跟踪自动驾驶仪的设计。利用GEVP的D-K-D迭代优化性能指标,得到控制结构。仿真结果表明,将LPV/μ混合控制和LPV参考模型应用于便携式导弹,可以在低速下将偏转角和偏转角速率约束在合理的范围内,在全飞行包线和一些未建模的动力学条件下获得理想的自动驾驶性能。该设计方法适用于便携式导弹,效果良好。
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引用次数: 9
期刊
2012 IEEE Aerospace Conference
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