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The Tianwen-1 Guidance, Navigation, and Control for Mars Entry, Descent, and Landing 天文一号火星进入、下降和着陆的制导、导航和控制
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-10-16 DOI: 10.34133/2021/9846185
Xiangyu Huang, Maodeng Li, Xiaolei Wang, Jinchang Hu, Yu Zhao, Minwen Guo, Chao Xu, Wangwang Liu, Yunpeng Wang, Ce Hao, Lijia Xu
Tianwen-1, the first mission of China’s planetary exploration program, accomplished its goals of orbiting, landing, and roving on the Mars. The entry, descent, and landing (EDL) phase directly determines the success of the entire mission, of which the guidance, navigation, and control (GNC) system is crucial. This paper outlines the Tianwen-1 EDL GNC system design by introducing the GNC requirements followed by presenting the GNC system architecture and algorithms to meet such requirements. The actual flight results for the whole EDL phase are also provided in this paper.
“天文一号”是中国行星探测计划的第一个任务,完成了绕火星轨道运行、着陆和漫游火星的目标。进入、下降和着陆(EDL)阶段直接决定了整个任务的成功,其中制导、导航和控制(GNC)系统是至关重要的。本文概述了天文一号EDL GNC系统设计,介绍了GNC需求,给出了满足GNC需求的GNC系统架构和算法。文中还给出了整个EDL阶段的实际飞行结果。
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引用次数: 17
A Light Space Manipulator with High Load-to-Weight Ratio: System Development and Compliance Control 高载重比轻型空间机械臂:系统开发与柔度控制
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-09-28 DOI: 10.34133/2021/9760520
Zhiwei Wu, Yongting Chen, Wenfu Xu
In order to meet the requirements of the space environment for the lightweight and load capacity of the manipulator, this paper designs a lightweight space manipulator with a weight of 9.23 kg and a load of 2 kg. It adopts the EtherCAT communication protocol and has the characteristics of high load-to-weight ratio. In order to achieve constant force tracking under the condition of unknown environmental parameters, an integral adaptive admittance control method is proposed. The control law is expressed as a third-order linear system equation, the operating environment is equivalent to a spring model, and the control error transfer function is derived. The control performance under the step response is further analyzed. The simulation results show that the proposed integral adaptive admittance control method has better performance than the traditional method. It has no steady-state error, overcomes the problems caused by nonlinear discrete compensation, and can facilitate analysis in the frequency domain, realize parameter optimization, and improve calculation accuracy.
为了满足空间环境对机械臂轻量化和承载能力的要求,本文设计了一种重量为9.23 kg,载荷为2 kg的轻型空间机械臂。它采用EtherCAT通信协议,具有高负载重量比的特点。为了在未知环境参数下实现恒力跟踪,提出了一种积分自适应导纳控制方法。将控制律表示为三阶线性系统方程,将运行环境等效为弹簧模型,推导出控制误差传递函数。进一步分析了系统在阶跃响应下的控制性能。仿真结果表明,所提出的积分自适应导纳控制方法比传统方法具有更好的控制性能。无稳态误差,克服了非线性离散补偿带来的问题,便于频域分析,实现参数优化,提高计算精度。
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引用次数: 7
Research on a Visual Servo Method of a Manipulator Based on Velocity Feedforward 基于速度前馈的机械手视觉伺服方法研究
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-09-10 DOI: 10.34133/2021/9763179
Rui Wang, Changchun Liang, Dong Pan, Xiaodong Zhang, Pengfei Xin, Xiaodong Du
In this paper, a method of predicting the motion state of a moving target in the base coordinate system by hand-eye vision and the position and attitude of the end is proposed. The predicted value is used as the velocity feedforward, and the position-based visual servo method is used to plan the velocity of the end of the manipulator. It overcomes the influence of end coordinate system motion on target prediction in a discrete system and introduces an integral control method to compensate for the prediction velocity, eliminating the end tracking error caused by target velocity prediction error. The effectiveness of this method is verified by simulation and experiment.
本文提出了一种利用手眼视觉和末端位置姿态预测运动目标在基坐标系中的运动状态的方法。将预测值作为速度前馈,采用基于位置的视觉伺服方法规划机械手末端的速度。克服了离散系统中末端坐标系运动对目标预测的影响,引入积分控制方法对预测速度进行补偿,消除了由于目标速度预测误差引起的末端跟踪误差。仿真和实验验证了该方法的有效性。
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引用次数: 10
Nuclear Processes in Dark Interstellar Matter of H(0) Decrease the Hope of Migrating to Exoplanets 黑暗星际物质H(0)中的核过程降低了迁移到系外行星的希望
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-09-03 DOI: 10.34133/2021/9846852
L. Holmlid
It is still generally assumed that interstellar travel will be possible after purely technical development and thus that mankind can move to some suitable exoplanet when needed. However, recent research indicates this not to be the case, since interstellar space is filled with enough ultradense hydrogen H(0) as stable condensed dark matter (Holmlid, Astrophysical Journal 2018) to make interstellar space travel at the required and technically feasible relativistic velocities (Holmlid et al, Acta Astronautica 2020) almost impossible. H(0) can be observed to exist in space from the so-called extended red emission (ERE) features observed in space. A recent review (Holmlid et al., Physica Scripta 2019) describes the properties of H(0). H(0) gives nuclear processes emitting kaons and other particles, with kinetic energies even above 100 MeV after induction for example by fast particle (spaceship) impact. These high particle energies give radiative temperatures of 12000 K in collisions against a solid surface and will rapidly destroy any spaceship structure moving into the H(0) clouds at relativistic velocity. The importance of preserving our ecosystem is pointed out, since travel to suitable exoplanets may be impossible. The possibilities of instead clearing interstellar space from H(0) are discussed, eventually providing tunnels suitable for relativistic interstellar transport. Finding regions with low intensity of ERE could even be a way to identify space-cleaning activities and thus to locate earlier space-travelling civilizations.
人们仍然普遍认为,在纯技术发展之后,星际旅行将是可能的,因此,人类可以在需要时迁移到一些合适的系外行星。然而,最近的研究表明情况并非如此,因为星际空间充满了足够的超密集氢H(0)作为稳定的凝聚暗物质(Holmlid, Astrophysical Journal 2018),使得星际空间以所需的和技术上可行的相对论速度旅行(Holmlid et al, Acta Astronautica 2020)几乎是不可能的。H(0)可以通过在空间中观测到的所谓扩展红色发射(ERE)特征观测到在空间中存在。最近的一篇综述(Holmlid et al., Physica Scripta 2019)描述了H(0)的性质。H(0)给出了核过程,释放出介子和其他粒子,在感应后动能甚至超过100兆电子伏(MeV),例如被快速粒子(宇宙飞船)撞击。这些高能粒子在与固体表面的碰撞中产生12000 K的辐射温度,并将迅速摧毁任何以相对论速度进入H(0)云的宇宙飞船结构。有人指出了保护我们的生态系统的重要性,因为到合适的系外行星旅行可能是不可能的。讨论了从H(0)中清除星际空间的可能性,最终提供适合相对论星际传输的隧道。寻找电磁辐射强度较低的区域甚至可能是一种确定空间清洁活动的方法,从而确定早期太空旅行文明的位置。
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引用次数: 0
A High-Efficient Finite Difference Method for Flexible Manipulator with Boundary Feedback Control 柔性机械臂边界反馈控制的高效有限差分法
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-08-18 DOI: 10.34133/2021/9874563
Fushou Liu, D. Jin
The paper presents a high-efficient finite difference method for solving the PDE model of the single-link flexible manipulator system with boundary feedback control. Firstly, an abstract state-space model of the manipulator is derived from the original PDE model and the associated boundary conditions of the manipulator by using the velocity and bending curvature of the flexible link as the state variables. Then, the second-order implicit Crank-Nicolson scheme is adopted to discretize the state-space equation, and the second-order one-sided approximation is used to discretize the boundary conditions with excitations and feedback control. At last, the state-space equation combined with the boundary conditions of the flexible manipulator is transformed to a system of linear algebraic equations, from which the response of the flexible manipulator can be easily solved. Numerical simulations are carried out to simulate the manipulator under various excitations and boundary feedback control. The results are compared with ANSYS to demonstrate the accuracy and high efficiency of the presented method.
提出了一种求解具有边界反馈控制的单连杆柔性机械臂系统PDE模型的高效有限差分法。首先,以柔性连杆的速度和弯曲曲率为状态变量,在原PDE模型和相关边界条件的基础上,导出了机械臂的抽象状态空间模型;然后,采用二阶隐式Crank-Nicolson格式对状态空间方程进行离散化,并采用二阶单侧近似对边界条件进行离散化。最后,结合柔性机械臂的边界条件,将状态空间方程转化为线性代数方程组,从而可以方便地求解柔性机械臂的响应。通过数值仿真,对不同激励和边界反馈控制下的机械臂进行了仿真。结果与ANSYS进行了比较,验证了该方法的准确性和高效性。
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引用次数: 12
Knowledge Graph-Based Image Recognition Transfer Learning Method for On-Orbit Service Manipulation 基于知识图的在轨服务操作图像识别迁移学习方法
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-08-06 DOI: 10.34133/2021/9807452
Ao Chen, Yongchun Xie, Yong Wang, Linfeng Li
Visual perception provides state information of current manipulation scene for control system, which plays an important role in on-orbit service manipulation. With the development of deep learning, deep convolutional neural networks (CNNs) have achieved many successful applications in the field of visual perception. Deep CNNs are only effective for the application condition containing a large number of training data with the same distribution as the test data; however, real space images are difficult to obtain during large-scale training. Therefore, deep CNNs can not be directly adopted for image recognition in the task of on-orbit service manipulation. In order to solve the problem of few-shot learning mentioned above, this paper proposes a knowledge graph-based image recognition transfer learning method (KGTL), which learns from training dataset containing dense source domain data and sparse target domain data, and can be transferred to the test dataset containing large number of data collected from target domain. The average recognition precision of the proposed method is 80.5%, and the average recall is 83.5%, which is higher than that of ResNet50-FC; the average precision is 60.2%, and the average recall is 67.5%. The proposed method significantly improves the training efficiency of the network and the generalization performance of the model.
视觉感知为控制系统提供当前操作场景的状态信息,在在轨服务操作中起着重要作用。随着深度学习的发展,深度卷积神经网络(cnn)在视觉感知领域取得了许多成功的应用。深度cnn仅对包含大量与测试数据分布相同的训练数据的应用条件有效;然而,在大规模训练中很难获得真实的空间图像。因此,深度cnn不能直接用于在轨业务操作任务中的图像识别。为了解决上述的少镜头学习问题,本文提出了一种基于知识图的图像识别迁移学习方法(KGTL),该方法从包含密集源域数据和稀疏目标域数据的训练数据集中学习,并可以迁移到包含大量目标域数据的测试数据集中。该方法的平均识别精度为80.5%,平均召回率为83.5%,高于ResNet50-FC;平均准确率为60.2%,平均召回率为67.5%。该方法显著提高了网络的训练效率和模型的泛化性能。
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引用次数: 8
Guidance Navigation and Control for Chang’E-5 Powered Descent 嫦娥五号动力下降制导导航与控制
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-07-13 DOI: 10.34133/2021/9823609
Honghua Zhang, Ji Li, Zeguo Wang, Yifeng Guan
To achieve the goal of collecting lunar samples and return to the Earth for the Chang’E-5 spacecraft, the lander and ascender module (LAM) of the Chang’E-5 spacecraft successfully landed on the lunar surface on 1 Dec., 2020. The guidance, navigation, and control (GNC) system is one of the critical systems to perform this task. The GNC system of previous missions, Chang’E-3 and Chang’E-4, provides the baseline design for the Chang’E-5 LAM, and the new characteristics of the LAM, like larger mass and liquid sloshing, also bring new challenges for the GNC design. The GNC design for the descent and landing is presented in this paper. The guidance methods implemented in the powered descent are presented in detail for each phase. Propellant consumption and hazard avoidance should be particularly considered in the design. A reconfigurable attitude control is adopted which consists of the quaternion partition control, phase and gain stabilization filter, and dual observer. This controller could provide fast attitude maneuver and better system robustness. For the navigation, an intelligent heterogeneous sensor data fusion method is presented, and it is applied for the inertial measurement unit and velocimeter data. Finally, the flight results of the LAM are shown. Navigation sensors were able to provide valid measurement data during descent, and the thrusters and the main engine operated well as expected. Therefore, a successful soft lunar landing was achieved by the LAM.
为实现嫦娥五号采集月球样本并返回地球的目标,嫦娥五号着陆器和上升器于2020年12月1日成功着陆月球表面。制导、导航和控制(GNC)系统是完成这一任务的关键系统之一。此前嫦娥三号、嫦娥四号的GNC系统为嫦娥五号的LAM提供了基准设计,而LAM的质量变大、液体晃动等新特性也给GNC设计带来了新的挑战。本文介绍了飞机下降和着陆的GNC设计。详细介绍了动力下降过程中每个阶段的制导方法。在设计中应特别考虑推进剂的消耗和避免危险。采用由四元数分割控制、相位和增益稳定滤波器和双观测器组成的可重构姿态控制。该控制器能提供快速的姿态机动和较好的系统鲁棒性。针对导航问题,提出了一种智能异构传感器数据融合方法,并将其应用于惯性测量单元和测速仪数据。最后给出了LAM的飞行结果。导航传感器能够在下降过程中提供有效的测量数据,推进器和主发动机也按预期运行良好。因此,LAM成功实现了软着陆。
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引用次数: 21
A Bridge Neural Network-Based Optical-SAR Image Joint Intelligent Interpretation Framework 基于桥式神经网络的光学- sar图像联合智能解译框架
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-01-01 DOI: 10.34133/2021/9841456
Meiyu Huang, Yao Xu, Lixin Qian, Weili Shi, Yaqin Zhang, Wei Bao, Nan Wang, Xuejiao Liu, Xueshuang Xiang
The current interpretation technology of remote sensing images is mainly focused on single-modal data, which cannot fully utilize the complementary and correlated information of multimodal data with heterogeneous characteristics, especially for synthetic aperture radar (SAR) data and optical imagery. To solve this problem, we propose a bridge neural network- (BNN-) based optical-SAR image joint intelligent interpretation framework, optimizing the feature correlation between optical and SAR images through optical-SAR matching tasks. It adopts BNN to effectively improve the capability of common feature extraction of optical and SAR images and thus improving the accuracy and application scenarios of specific intelligent interpretation tasks for optical-SAR/SAR/optical images. Specifically, BNN projects optical and SAR images into a common feature space and mines their correlation through pair matching. Further, to deeply exploit the correlation between optical and SAR images and ensure the great representation learning ability of BNN, we build the QXS-SAROPT dataset containing 20,000 pairs of perfectly aligned optical-SAR image patches with diverse scenes of high resolutions. Experimental results on optical-to-SAR crossmodal object detection demonstrate the effectiveness and superiority of our framework. In particular, based on the QXS-SAROPT dataset, our framework can achieve up to 96% high accuracy on four benchmark SAR ship detection datasets.
目前的遥感图像解译技术主要集中在单模态数据上,不能充分利用具有异构特征的多模态数据的互补和相关信息,特别是合成孔径雷达(SAR)数据和光学图像。为了解决这一问题,我们提出了一种基于桥式神经网络(BNN)的光学-SAR图像联合智能解译框架,通过光学-SAR匹配任务优化光学图像与SAR图像之间的特征相关性。采用BNN有效提高了光学和SAR图像的共同特征提取能力,从而提高了光学-SAR/SAR/光学图像特定智能解译任务的精度和应用场景。具体来说,BNN将光学图像和SAR图像投影到一个共同的特征空间中,并通过对匹配挖掘它们之间的相关性。此外,为了深入挖掘光学图像与SAR图像之间的相关性,并确保BNN具有良好的表征学习能力,我们构建了包含20,000对高分辨率不同场景的完美对齐光学-SAR图像块的QXS-SAROPT数据集。光学- sar交叉模态目标检测实验结果验证了该框架的有效性和优越性。特别是,基于QXS-SAROPT数据集,我们的框架可以在四个基准SAR船舶检测数据集上实现高达96%的高精度。
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引用次数: 17
Dynamic Simulation of Space Debris Cloud Capture Using the Tethered Net 利用系留网捕获空间碎片云的动态模拟
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-01-01 DOI: 10.34133/2021/9810375
Qingtao Wang, D. Jin, X. Rui
Space debris, especially the space debris cloud, has threatened severely the safety of future space missions. In the framework of multibody system dynamics, a computational approach is proposed in this study to investigate the dynamics of net deployment and capture of space debris cloud using this net subject to large overall motions and large deformations. To obtain high simulation fidelity of capturing space debris cloud, the gradient deficient beam element of the absolute nodal coordinate formulation (ANCF) is employed to discretize threads which are woven into the net. The normal contact force between the net and the debris cloud and among debris particles is computed by using the penalty method. Some deployment examples are presented to investigate the influences of shooting velocity of bullets and microgravity as well as the angle between the traveling direction of the net and the microgravity direction on the deployment characteristics of the tethered net. Other capturing examples are given to clarify the effect of the deployment area of the net at the moment it starts to contact with the debris cloud on the capture rate and to demonstrate the effectiveness of the proposed approach for capturing space debris cloud using the net in microgravity conditions.
空间碎片,特别是空间碎片云,严重威胁着未来空间任务的安全。在多体系统动力学的框架下,本文提出了一种计算方法来研究空间碎片云在大整体运动和大变形条件下的网展开和捕获动力学。为了获得较高的空间碎片云捕获仿真保真度,采用绝对节点坐标公式(ANCF)中的梯度亏缺光束单元对织网线进行离散化。采用惩罚法计算网与碎片云之间以及碎片颗粒之间的法向接触力。通过若干展开实例,研究了子弹射击速度和微重力以及网的运动方向与微重力方向夹角对系绳网展开特性的影响。给出其他捕获实例是为了阐明网在开始与碎片云接触时部署区域对捕获率的影响,并证明在微重力条件下使用网捕获空间碎片云的拟议方法的有效性。
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引用次数: 11
Design and Realization of Recovery System of Chang’e-5 Reentry Spacecraft 嫦娥五号再入航天器回收系统的设计与实现
IF 0.9 4区 工程技术 Q4 ENGINEERING, AEROSPACE Pub Date : 2021-01-01 DOI: 10.34133/2021/9898756
Wei Huang, W. Rong, Dahai Liu, Changhong Jiang, He Jia, Jinjin Bao, Jishou Fang
On December 17, 2020, the Chang’e-5 reentry spacecraft landed safely and brought back the lunar sample without damage. This paper describes the recovery system that has critically contributed to the scientific success of the Chang’e-5 missions and presents the technical requirements and constraints of the recovery system for the Chang’e-5 reentry spacecraft and discusses the design process of the recovery system, including the system composition, working procedure, and some other key aspects. Finally, the ground cover rejection tests and air drop and flight tests were carried out to confirm the design configuration. The results showed that the Chang’e-5 reentry spacecraft recovery system was designed correctly, and its functions and performances met the design requirements. A breakthrough in the recovery technology of the reentry spacecraft was achieved for Chinese first lunar sample-return mission.
2020年12月17日,嫦娥五号再入航天器安全着陆,并毫发无损地带回了月球样本。介绍了对嫦娥五号科学任务成功做出关键贡献的回收系统,提出了嫦娥五号再入航天器回收系统的技术要求和限制条件,并讨论了回收系统的设计过程,包括系统组成、工作流程和其他一些关键方面。最后,进行了地面覆盖物排斥试验、空投和飞行试验,以确定设计构型。结果表明,嫦娥五号再入航天器回收系统设计正确,各项功能和性能满足设计要求。中国首次月球样本返回任务实现了再入航天器回收技术的突破。
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引用次数: 6
期刊
中国空间科学技术
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