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1.
    
在自动驾驶和机器人导航系统中,里程计是用于持续获得系统姿态信息的一种装置。视觉里程计能以较低代价获得高精度的目标移动轨迹,基于特征的视觉里程计方法具有时间复杂度较低、计算速度快的优势,有助于数据实时处理。然而,传统基于特征的视觉里程计方法面临着2个技术瓶颈:特征匹配的准确度不足;姿态解算中目标函数的权重值有效性低。为了解决帧间特征匹配准确度不足的问题,本文提出特征交叉检验闭环匹配策略,即在传统单向闭环匹配的基础上,增加反向验证的过程,以获得匹配准确度更高的匹配点集合。该策略解决了传统特征匹配中使用单向闭环匹配策略鲁棒性不足、内点比例低的缺陷,提高了解算精度。同时在交叉检验匹配策略中利用前一时刻的运动信息缩小当前时刻特征匹配的搜索范围,降低特征点匹配的时间复杂度。针对目标函数的权重值有效性低的问题,本文将特征点在图像序列中的出现次数作为其生存周期,提出基于特征点生存周期的目标函数权值设置方法。在姿态解算中,特征点的生存周期可以有效反映其稳定性,使用其作为目标函数权值可以降低解算过程中的累积误差。本文在公开的KITTI数据集中进行算法测试,实验结果证明该方法可以实现高精度、实时的视觉里程计算。  相似文献   
2.
Marking arbitrary three-dimensional(3D) target curves on given objects with curved surface is required in many industrial fields, such as fabric prepreg placement in composite material part fabrication, product assembly, surface painting for decoration, etc. A shortcut to the solution of this intractable problem is proposed by utilizing a galvanometric laser scanner(GLS) with the aid of a camera. Without using the existing tedious GLS calibration procedures,the proposed method directly establishes a mapping between the 3D coordinates of the laser spots on the object surface and the control voltages of the scanner. A single-hidden layer feedforward neural network(SLFN) is employed to model the mapping. By projecting a dense grid of laser spots on the object to be marked and simultaneously taking only one image, the SLFN model is trained in minutes via a linear solving mechanism. Experiments demonstrate that the trained SLFN model has a good generalization performance for marking 3D target curves. The 3D laser marking errors on experimental objects are less than 0.5 mm. The proposed method is especially suitable for on-site use and can be conveniently extended to multiple GLSs for marking large complex objects.  相似文献   
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4.
《中国航空学报》2020,33(2):688-700
To improve the resolution and accuracy of Direct Position Determination (DPD), this paper investigates the problem of positioning multiple emitters directly with a single moving Rotating Linear Array (RLA). Firstly, the geometry of the RLA is formulated and analysed. According to its geometry, the intercepted noncoherent signals in multiple interception intervals are modeled. Correspondingly, the MUltiple SIgnal Classification (MUSIC) based noncoherent DPD approach is proposed. Secondly, the synchronous coherent pulse signals are individually considered and formulated. And the coherent DPD approach which aims for localizing this special type of signal is presented by stacking all array responses at different interception intervals. Besides, we also derive the constrained Cramér-Rao Lower Bound (CRLB) expression for both noncoherent and coherent DPD with RLA under the constraint that the altitudes of the emitters are known. At last, computer simulations are included to examine the performance of the proposed approach. The results demonstrate that the localization accuracy and resolution of DPD with single moving linear array can be significantly improved by the array rotation. In addition, coherent DPD with RLA further improves the resolution and increases the maximum emitter number that can be localized compared with the noncoherent DPD with RLA.  相似文献   
5.
W波段UAV MISAR实时成像运动补偿方法   总被引:3,自引:3,他引:0  
曾朝阳  王辉 《上海航天》2020,37(1):63-69
建立了实时成像正侧视合成孔径雷达(SAR)运动误差模型,采用了一种基于惯导和相位梯度自聚焦(PGA)运动误差估计的中心波束平面运动补偿算法。该算法对回波包络和相位进行分开补偿,利用惯导数据把带有运动误差的回波包络拉直,再利用相位梯度自聚焦算法对回波进行相位误差估计并补偿。针对实时成像的时间少、运算量大、运算资源受限等特点,该算法取消了距离徙动校正的步骤,将运动误差矢量在斜距平面投影并完成包络校正和相位误差估计。该方法运算量小,同时能满足分辨率要求。仿真结果表明:该方法能够得到质量较高的SAR图像。  相似文献   
6.
电子经纬仪是一种高精度的测角仪器,由多台高精度电子经纬仪构成的测量系统可以实现三维坐标测量,用于对大型工业产品的几何检测。但经纬仪在测量过程中仍然需要人工瞄准目标,存在速度慢、效率低、人为因素影响大等不足。实现经纬仪自动照准目标功能将是一个新的发展方向。提出一种基于图像的自动瞄准技术,通过在经纬仪上安装一台相机获取待测目标点的图像,利用图形目标识别技术获取目标点图像坐标,依据相机与经纬仪的空间关系可以获得各目标点相对于经纬仪的初始角度,从而实现目标点的快速概略定位,理论推导及实验证明本方法能够准确有效的获得目标点的概略位置。  相似文献   
7.
针对航空重力测量对数据后处理的要求,结合平台式重力仪系统的组成与工作原理,在重力异常信号的频域特征基础上,设计出一套有严格频域规范的航空重力数据后处理流程,并对某海域实测数据进行了处理。结果表明,重力异常值内符合精度为12条东西测线达到0.43mGal/140s和0.84mGal/100s,4条南北测线达到0.39mGal/140s和0.79mGal/100s;以同测线GT-2A单次测量结果为标准值统计标准差,12条东西测线为0.72mGal/140s和0.98mGal/100s,4条南北测线为1.41mGal/140s和1.53mGal/100s。结果表明,设计的航空重力测量数据后处理方法可以实现重力异常信号的高精度提取。  相似文献   
8.
重力数据处理对获取高精度重力异常值有着重要作用,是重力测量的核心技术。重力仪在搭载运动载体进行重力测量时,载体的高频振动对重力测量数据和GPS数据均会产生不可避免的干扰,导致提取的重力异常粗值含有大量高频噪声。围绕重力数据的处理方法这一核心技术,介绍了FIR低通滤波、零相移滤波、标准Kalman滤波、正反Kalman滤波4种滤波方法的基本原理,运用这4种方法处理了SAG捷联式重力仪的某次实际飞行测量数据,比对了基于SINS/GPS组合导航和SINS/DGPS组合导航的重力测量数据处理结果。通过对本次试验重复测线内符合精度进行比对,验证了4种方法的可行性和优劣性,同时验证了SAG重力仪的测量精度。  相似文献   
9.
The precise point positioning (PPP) technique is widely used in time and frequency applications. Because of the real-time service (RTS) project of the International GNSS Service, we can use the PPP technique for real-time clock comparison and monitoring. As a participant in the RTS, the Centre National d’Etudes Spatiales (CNES) implements the PPPWIZARD (Precise Point Positioning with Integer and Zero-difference Ambiguity Resolution Demonstrator) project to validate carrier phase ambiguity resolution. Unlike the Integer-PPP (IPPP) of the CNES, fixing ambiguities in the post-processing mode, the PPPWIZARD operates in the real-time mode, which is also called real-time IPPP (RT-IPPP). This paper focuses on applying the RT-IPPP for real-time clock comparison and monitoring. We review the principle of real-time clock comparison and monitoring, and introduce the methodology of the RT-IPPP technique. The observations of GPS, GLONASS and Galileo were processed for the experiments. Five processing modes were provided in the experiment to analyze the benefits of ambiguity resolution and multi-GNSS. In the clock comparison experiment, the average reduction ratios of standard deviations with respect to the G PPP mode range from 9.7% to 35.0%. In the clock monitoring experiment, G PPP mode can detect clock jumps whose magnitudes are larger than 0.9 ns. The RT-IPPP technique with GRE PPP AR (G) mode allows for the detection of any clock jumps larger than 0.6 ns. For frequency monitoring, G PPP mode allows detection of frequency changes larger than 1.1 × 10−14. When the RT-IPPP technique is applied, monitoring with GRE PPP AR (G) mode can detect frequency changes larger than 6.1 × 10−15.  相似文献   
10.
We studied the cyclic evolution of the latitudinal distribution of solar coronal active regions based on daily images from SOHO EIT for the period 1995–2017. Fully automated software was used, which included the following steps: initial preparation of images in the data series, normalization of histograms and correction of limb brightening, segmentation of images using threshold intensity values obtained from their histograms, scanning of segmented images in heliographic coordinates and obtaining profiles of latitudinal distribution of coronal active regions for each image of the data series. From the output data, we obtained a temporary change in the latitudinal distribution profiles and the migration of activity centers on the solar disk. From the period of minimum activity to the next minimum in both hemispheres, activity centers begin to migrate from high latitudes towards the equator. At the same time, the general center of activity repeatedly changes the direction of migration. The latitudinal distribution of the so-called presence factor of coronal active regions closely resembles the magnetic butterfly diagram, which proves their direct causal relationships. Variations in the presence factor of coronal active regions are correlated with cyclic variations in the sunspot daily numbers.  相似文献   
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