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Star extraction by star sensors for daytime images affected by atmospheric turbulence
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作者 Wanxiang GOU Yinhu ZHAN +4 位作者 Chonghui LI Shuai TONG Yong ZHENG Yuan YANG Hanxu LI 《Chinese Journal of Aeronautics》 2025年第8期512-526,共15页
Daytime star images captured by dedicated near-space star sensors are characterized by short exposures,high noise,and low Signal-to-Noise Ratios(SNRs).Such imaging is also affected by atmospheric turbulence,causing op... Daytime star images captured by dedicated near-space star sensors are characterized by short exposures,high noise,and low Signal-to-Noise Ratios(SNRs).Such imaging is also affected by atmospheric turbulence,causing optical phenomena,such as scintillation,distortion,and jitter.This causes difficulty in recording high-precision star images during the daytime.This study proposes an adaptive star point extraction method based on dynamically predicting stars'positions.First,it predicts the approximate position of stars based on the star catalog,sensor attitude,observation time,and other information,improving the extraction accuracy.Second,it employs a regional SNR sorting method that adaptively selects star images with higher SNRs,suppressing the scintillation effect and enhancing the SNR of star images.Third,depending on the star's motion trajectory characteristics on the image plane,it utilizes the centroid smoothing method for extraction,thus overcoming the impact of star drift.Field experiments demonstrate that the proposed method can effectively overcome star scintillation,drift,and irregular imaging caused by atmospheric turbulence,achieving a 100%success rate.Moreover,the extraction accuracy improves by more than 80%compared to traditional adaptive methods,attaining a value of 0.05 pixels(0.5"),thereby meeting the requirements of daytime astronomical attitude determination and positioning. 展开更多
关键词 Astronomical navigation Atmospheric turbulence Centroid accuracy Daytime star image star extraction star sensor
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Image Smearing Modeling and Verification for Strapdown Star Sensor 被引量:8
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作者 WANG Haiyong ZHOU Wenrui +1 位作者 CHENG Xuan LIN Haoyu 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2012年第1期115-123,共9页
To further extend study on celestial attitude determination with strapdown star sensor from static into dynamic field, one prerequisite is to generate precise dynamic simulating star maps. First a neat analytical solu... To further extend study on celestial attitude determination with strapdown star sensor from static into dynamic field, one prerequisite is to generate precise dynamic simulating star maps. First a neat analytical solution of the smearing trajectory caused by spacecraft attitude maneuver is deduced successfully, whose parameters cover the geometric size of optics, three-axis angular velocities and CCD integral time. Then for the first time the mathematical law and method are discovered about how to synthesize the two formulae of smearing trajectory and the static Gaussian distribution function (GDF) model, the key of which is a line integral with regard to the static GDF attenuated by a factor 1/Ls (Ls is the arc length of the smearing trajectory) along the smearing trajectory. The dynamic smearing model is then obtained, also in an analytical form. After that, three sets of typical simulating maps and data are simulated from this dynamic model manifesting the expected smearing effects, also compatible with the linear model as its special case of no boresight rotation. Finally, model validity tests on a rate turntable are carried out, which results in a mean correlation coefficient 0.920 0 between the camera images and the corresponding model simulated ones with the same parameters. The sufficient similarity verifies the validity of the dynamic smearing model. This model, after pa- rameter calibration, can serve as a front-end loop of the ground semi-physical simulation system for celestial attitude determination with strapdown star sensor. 展开更多
关键词 DYNAMIC Gaussian distribution image smearing star sensor star map simulation
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Space luminous environment adaptability of missile-borne star sensor 被引量:1
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作者 赵述芳 王洪涛 +1 位作者 王渝 纪彩彦 《Journal of Central South University》 SCIE EI CAS 2012年第12期3435-3443,共9页
To solve the problem of stray interference to star point target identification while a star sensor imaging to the sky, a study on space luminous environment adaptability of missile-borne star sensor was carried out. B... To solve the problem of stray interference to star point target identification while a star sensor imaging to the sky, a study on space luminous environment adaptability of missile-borne star sensor was carried out. By Plank blackbody radiation law and some astronomic knowledge, irradiancies of the stray at the star sensor working height were estimated. By relative astrophysical and mathematics knowledge, included angles between the star sensor optical axis point and the stray at any moment were calculated. The calculation correctness was verified with the star map software of Stellarium. By combining the upper analysis with the baffle suppression effect, a real-time model for space luminous environment of missile-borne star sensor was proposed. By signal-noise rate (SNR) criterion, the adaptability of missile-borne star sensor to space luminous environment was studied. As an example, a certain type of star sensor was considered when imaging to the starry sky on June 22, 2011 (the Summer Solstice) and September 20, 2011 (August 23 of the lunar year, last quarter moon) in Beijing. The space luminous environment and the adaptability to it were simulated and analyzed at the star sensor working height. In each period of time, the stray suppression of the baffle is analyzed by comparing the calculated included angle between the star sensor optical axis point and the stray with the shielded provided by system index. When the included angle is larger than the shielded angle and less than 90~, the stray is restrained by the baffle. The stray effect on star point target identification is analyzed by comparing the irradiancy of 6 magnitude star with that of the stray on star sensor sensitization surface. When the irradiancy of 6 magnitude star is 5 times more than that of the stray, there is no effect on the star point target identification. The simulation results are identicat with the actual situation. The space luminous environment of the missile-borne star sensor can be estimated real-timely by this model. The adaptability of the star sensor to space luminous environment can be analyzed conveniently. A basis for determining the relative star sensor indexes, the navigation star chosen strategy and the missile launch window can be provided. 展开更多
关键词 missile-borne star sensor space luminous environment stray irradiancy BAFFLE real-time model
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Design of Optical System for Small Long-Life Star Sensor 被引量:1
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作者 ZHAO Chongyi QIAN Xuemin ZHOU Xiaojun 《Aerospace China》 2021年第3期32-41,共10页
In order to realize a high-precision and continuous working function of a star sensor,we propose a new optical system design.Considering the difficulty of the manufacturing process,the entire optical system uses a com... In order to realize a high-precision and continuous working function of a star sensor,we propose a new optical system design.Considering the difficulty of the manufacturing process,the entire optical system uses a complicated Petzval structure.In this paper,the key design elements of the optical system applied for star sensors are presented and the most important performance parameters are given.The ground test results show that the system can maintain excellent detection performance on a near-surface atmospheric platform.This study provides an optical system design scheme for a high-precision and continuous operating star sensor,as well as the theoretical basis for future in-atmosphere and continuous star detection technology. 展开更多
关键词 star sensor optical system DESIGN Petzval structure
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Application study of DSP and CPLD technology on the star sensor
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作者 吴涛 王建华 周国辉 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2006年第3期289-293,共5页
On the basis of analyzing CCD signals timing and star image processing, a new design and a special parallel architeeture for improving star image processing are presented in this paper. In the design, the operation mo... On the basis of analyzing CCD signals timing and star image processing, a new design and a special parallel architeeture for improving star image processing are presented in this paper. In the design, the operation moving the data in expanded windows, ineluding the star, to the on-ehip memory of DSP is arranged in the invalid period of CCD frame signal. While the CCD saves the star image to memory, DSP processes the data in the onehip memory. This parallelism greatly improves the effieieney of processing. DSP HOLD mode and CPLD teehnology are used to make a shared memory between CCD and DSP. The five lightest stars in the star aequisition stage are aequired in only 3.5 ms. In 43μs, the data in five expanded windows ineluding stars are moved into the internal memory of DSP, and in 1.6 ms, five star eoordinates are aehieved in the star tracking stage. 展开更多
关键词 star sensor DSP CPLD star acquisition
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Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite
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作者 Yanli Wang Mi Wang +1 位作者 Ying Zhu Xiaoxiang Long 《Geo-Spatial Information Science》 CSCD 2024年第1期82-94,共13页
The GaoFen7(GF7)optical satellite is the first Chinese civilian sub-meter high-resolution stereo mapping satellite and is equipped with a double linear array camera and laser altimeter to achieve large-scale topograph... The GaoFen7(GF7)optical satellite is the first Chinese civilian sub-meter high-resolution stereo mapping satellite and is equipped with a double linear array camera and laser altimeter to achieve large-scale topographic mapping.To improve the accuracy of attitude determination,an attitude determination system comprised of four star sensors is loaded.According to the measurement accuracy and steady performance,the star sensors 1a and 1b is usually used together for satellite attitude calculation,which is called the conventional mode of attitude determination.Then,the combination of star sensors 2a and 2b is called the unconventional mode of attitude determination.Affected by variations in the incident angle of sunlight and solar radiation,thermal deformation occurs in the body and installation structure of the star sensor,which causes Attitude Low-Frequency Error(ALFE)and seriously influences the consistency of attitude determination results of different combination modes for multiple star sensors system.This study proposes an ALFE analysis and calibration approach for the multiple star sensors system of GF7 satellite to ensure the consistency of attitude determination results of different combination modes.Based on the statistical characteristics of the angles of the three axes,the installation parameters of the four star sensors are first calibrated.After analyzing the characteristics of the optical axis angles within 1420 orbit periods over 135 days,the segmented ALFE compensation model between the unconventional and conventional modes is proposed based on the Fourier series model and input parameter of latitude.Based on the on-orbit installation parameters and the ALFE model,the precise attitude determination results of the unconventional mode are calculated.Experimental results show that the attitude determination consistency after compensation is better than 2″.Moreover,the reliable application time range of the compensation model is 30 days to satisfy the requirements for high-precision attitude determination of GF7 satellite. 展开更多
关键词 Attitude Low Frequency Error(ALFE) multiple star sensors system GaoFen7 attitude determination consistency Fourier series
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Integrated Design and Accuracy Analysis of Star Sensor and Gyro on the Same Benchmark for Satellite Attitude Determination System 被引量:4
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作者 Bowen Hou Zhangming He +1 位作者 Haiyin Zhou Jiongqi Wang 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2019年第4期1074-1080,共7页
As an important sensor in the navigation systems,star sensors and the gyro play important roles in spacecraft attitude determination system.Complex environmental factors are the main sources of error in attitude deter... As an important sensor in the navigation systems,star sensors and the gyro play important roles in spacecraft attitude determination system.Complex environmental factors are the main sources of error in attitude determination.The error influence of different benchmarks and the disintegration mode between the star sensor and the gyro is analyzed in theory.The integrated design of the star sensor and the gyro on the same benchmark can effectively avoid the error influence and improves the spacecraft attitude determination accuracy.Simulation results indicate that when the stars sensor optical axis vectors overlap the reference coordinate axis of the gyro in the same benchmark,the attitude determination accuracy improves. 展开更多
关键词 ACCURACY analysis ATTITUDE determination GYRO integrated design SAME BENCHMARK star sensor
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Study on the method of precision adjustment of star sensor 被引量:1
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作者 Xiaoyan Wang Ran Zheng +4 位作者 Yanpeng Wu Jianbo Sun Jun Zhong Long Wang Miaomiao Wang 《Nanotechnology and Precision Engineering》 EI CAS CSCD 2018年第4期248-257,共10页
Star sensors are indispensable spatial measurement sensors for high-resolution earth observation and astronomical observations, and the demand for high measurement accuracy of satellite sensors continues to increase; ... Star sensors are indispensable spatial measurement sensors for high-resolution earth observation and astronomical observations, and the demand for high measurement accuracy of satellite sensors continues to increase; thus, the star sensor optical machine adjustment error cannot be ignored. The commonly used installation error correction method cannot solely meet the precision analysis requirements. In this paper, the relationship between the optical machine installation and the star sensor measurement error is analyzed, and several common adjustment error correction methods are compared. An adjustment method for optical machines is proposed to meet the requirements of very high precision star sensors. The assembly precision requirements of the investigated very high precision star sensor are analyzed considering the whole machine, and then the optical components are controlled through optical precision adjustments to satisfy the precision requirements. Finally, through the complete machine calibration, the star sensor precision adjustment for an optical machine structure is verified. This method meets the requirements of very high precision sensors and is suitable for the precision adjustment of optical machine structures, which is of practical significance to improve the precision of star sensors. 展开更多
关键词 Very HIGH PRECISION star sensor Optical MACHINE structure ALIGNMENT PRECISION PRECISION adjustment
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An Approach to Star Map Simulation for Star Sensor Considering the Effect of Image Motion 被引量:2
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作者 Ai-Jun Li Chao-Shan Liu Xiao-fang Shen 《Optics and Photonics Journal》 2013年第2期108-111,共4页
To test high resolution and dynamic performance of star sensor, a method of consideration image motion on Modeling the motion blur of star sensor is proposed. Firstly, image motion geometric model based on the rotatio... To test high resolution and dynamic performance of star sensor, a method of consideration image motion on Modeling the motion blur of star sensor is proposed. Firstly, image motion geometric model based on the rotation of Starlight vector is studied. Secondly, with the help of the normal distribution of static star image energy model, introducing the star image motion speed, obtaining the energy distribution function of moving stars, implementing high dynamic simulation of star map. Finally, establishing the simulation environment, through adjusting input parameters such as integral time, rate of change of three attitude angle, the launch time, location, then, important simulation data of stars observed by star sensor in orbit can quickly be obtained, such as navigation stars information, value and direction of image motion, intensity distribution, signal to noise ratio. This work is very important to research and evaluate the star image motion compensation algorithm. 展开更多
关键词 star sensor IMAGE MOTION Model Simulation of star MAP
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Autonomous satellite constellation orbit determination using the star sensor and inter-satellite links data 被引量:3
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作者 GAN QingBo MA JianBo XU Jin 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2010年第5期966-974,共9页
A method of autonomous orbit determination for a satellite constellation using a star sensor combined with inter satellite links(ISLs)is studied.Two types of simulated observation data,Three-Satellite Constellation IS... A method of autonomous orbit determination for a satellite constellation using a star sensor combined with inter satellite links(ISLs)is studied.Two types of simulated observation data,Three-Satellite Constellation ISLs and background stellar observations by a CCD star sensor,are first produced.Based on these data,an observation equation is built for the constellation joint autonomous orbit determination,in which the simulations are run.The accuracy of this method with different orbital determination models are analyzed and compared with regard to the effect of potential measurement errors.The results show that autonomous satellite constellation orbit determination using star sensor measurement and ISLs data is feasible.Finally,this paper arrives at several conclusions which contribute to extending this method to a more general satellite constellation. 展开更多
关键词 satellite constellation star sensor inter-satellite links autonomous orbit determination
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Accelerometer Bias and Star Sensor Installation Error Joint Calibration for the SINS/CNS Integrated Navigation System Using Attitude Maneuver 被引量:1
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作者 Xiaolin Ning Yuqing Yang +1 位作者 Xiaoyu Liang Jie Zhang 《Guidance, Navigation and Control》 2022年第2期18-32,共15页
The integrated strap-down inertial nav igation system/olelestial navigation system(SINS/CNS)i an important autonomous navigation method with efective concealment and high predision.Both accelerometer biss and star ens... The integrated strap-down inertial nav igation system/olelestial navigation system(SINS/CNS)i an important autonomous navigation method with efective concealment and high predision.Both accelerometer biss and star ensor installation error ame important factors that aflect the performanoe of this mavigation system,which needl to be calibratexd and compensatedl.A new acelerometer bias and star sensor installation error joint calibration method for the SINS/CNS integrated navigation system i propoeed.In this newly propoeed method,the installation error of star sensor is augmented to the state vector,and the star vector,nadir angle,horkzontal poeition error and velbcity error ame ueed a8 measurementa to calbrate the two errors mentioned above.Simulations show that both accelerometer bias and star sensor installation enror an be calibratedl efectively. 展开更多
关键词 SINS/CNS integrated navigation accelerometer bias star sensor installation error calibration method
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Different types of star identification algorithms for satellite attitude determination using star sensor
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作者 Mona Zahednamazi Alireza Toloei Reza Ghasemi 《Aerospace Systems》 2021年第4期315-321,共7页
Star sensor is one of the most accurate sensors for attitude determination,out of the atmosphere.This sensor uses stars as means to determine the attitude.Attitude determination using a star sensor involves identifyin... Star sensor is one of the most accurate sensors for attitude determination,out of the atmosphere.This sensor uses stars as means to determine the attitude.Attitude determination using a star sensor involves identifying the stars in the field of view,image processing,and finally determining the attitude matrix.This paper deals with the identification of existing stars in the field of view of the star sensor.This step is known as star identification.This paper proposes three star-identification algorithms.In these algorithms existence of at least six stars in the sensor field of view is needed.These three algorithms are investigated,using simulations performed with MATLAB software;in terms of efficiency,identification time,robustness against false stars,and required memory for the database storage.The simulated star sensor is a sensor with a square-shaped field of view of dimensions of 13.8°.13.8°same as dimensions of the ASTRO-15 star-sensor.All the presented algorithms depict high efficiency and robustness against false stars.Due to the number of required stars,proposed algorithms are appropriate for the next generation of star sensors with large fields of view. 展开更多
关键词 star sensor star identification Attitude sensor SIMULATION Attitude determination
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A method of autonomous orbit determination for satellite using star sensor 被引量:3
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作者 MA Jianbo XU Jin CAO Zhibin 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2005年第3期268-281,共14页
In this paper a method of autonomous orbit determination using star sensor is studied. By building relatively consummate dynamical models which simulate attitude motion of satellite and observation from satellite to b... In this paper a method of autonomous orbit determination using star sensor is studied. By building relatively consummate dynamical models which simulate attitude motion of satellite and observation from satellite to background stars, the simulant computation of this method is executed, and it is shown that the method of autonomous orbit determination is feasible. Academic and calculation analyses have been done for the relation between the direction of star sensor with respect to satellite-body coordinate system and the accuracy of autonomous orbit determination. 展开更多
关键词 AUTONOMOUS ORBIT determination of satellite star sensor ATTITUDE of satellite.
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Systematic centroid error compensation for the simple Gaussian PSF in an electronic star map simulator 被引量:5
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作者 Wang Haiyong Wang Yonghai +1 位作者 Li Zhifeng Song Zhenfei 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第4期884-891,共8页
Simulated star maps serve as convenient inputs for the test of a star sensor, whose standardability mostly depends on the centroid precision of the simulated star image, so it is necessary to accomplish systematic err... Simulated star maps serve as convenient inputs for the test of a star sensor, whose standardability mostly depends on the centroid precision of the simulated star image, so it is necessary to accomplish systematic error compensation for the simple Gaussian PSF(or SPSF, in which PSF denotes point spread function). Firstly, the error mechanism of the SPSF is described, the reason of centroid deviations of the simulated star images based on SPSF lies in the unreasonable sampling positions(the centers of the covered pixels) of the Gaussian probability density function. Then in reference to the IPSF simulated star image spots regarded as ideal ones, and by means of normalization and numerical fitting, the pixel center offset function expressions are got, so the systematic centroid error compensation can be executed simply by substituting the pixel central position with the offset position in the SPSF. Finally, the centroid precision tests are conducted for the three big error cases of Gaussian radius r = 0.5, 0.6, 0.671 pixel, and the centroid accuracy with the compensated SPSF(when r = 0.5) is improved to 2.83 times that of the primitive SPSF, reaching a 0.008 pixel error, an equivalent level of the IPSF. Besides its simplicity, the compensated SPSF further increases both the shape similarity and the centroid precision of simulated star images, which helps to improve the image quality and the standardability of the outputs of an electronic star map simulator(ESS). 展开更多
关键词 Error compensation Image analysis Point spread function star map simulation star sensor
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基于改进Faster R-CNN的星敏感器抗干扰快速星像提取算法研究
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作者 王晨 季卫林 +3 位作者 吴峰 朱锡芳 吴泉英 孙文卿 《传感技术学报》 北大核心 2026年第2期322-331,共10页
星敏感器工作在复杂的空间环境,强噪声干扰将严重影响其姿态测量的效果。星像提取是星敏感器星图识别和姿态估算的必要前提,研究抗干扰的快速星像提取算法是提高星敏感器性能的有效途径。结合星敏感器星像目标特点,提出基于改进Faster R... 星敏感器工作在复杂的空间环境,强噪声干扰将严重影响其姿态测量的效果。星像提取是星敏感器星图识别和姿态估算的必要前提,研究抗干扰的快速星像提取算法是提高星敏感器性能的有效途径。结合星敏感器星像目标特点,提出基于改进Faster R-CNN的星敏感器抗干扰快速星像提取算法。首先,在研究Faster R-CNN的基础上,通过构建星像特征提取网络,优化FPN和RPN结构,实现星像快速粗提取,确定各星像所在区域。然后,提出基于像素筛选的星像质心精提取算法,计算高精度的星像质心坐标,最终实现强噪声干扰环境下的快速星像提取。利用星敏感器仿真方法建立星图数据集,开展以星像特征提取网络为主干网的星像提取网络训练和星敏感器星像提取实验。结果表明,在添加概率分布分别为50和0.08的泊松-高斯复合噪声条件下,提出算法的星像目标识别率达到97.6%,对于1024×1024像元的单幅星图,平均处理时间小于30 ms,星像提取精度达到0.03个像元,优于扫描法和矢量法。 展开更多
关键词 星敏感器 星像提取 目标检测 Faster R-CNN 抗干扰
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基于ZYNQ的多通道高速星点质心提取算法
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作者 刘鹏强 文延 +1 位作者 高明 姚大雷 《光学与光电技术》 2026年第1期61-69,共9页
为提高星敏感器测量角分辨率和数据更新率,高速大面阵、多通道输出的图像探测器得到大量应用,传统质心提取算法的速率已经成为数据更新率的一大障碍。提出了一种基于全可编程片上系统的多通道高速星点提取方法,该算法有效发挥了ZYNQ的... 为提高星敏感器测量角分辨率和数据更新率,高速大面阵、多通道输出的图像探测器得到大量应用,传统质心提取算法的速率已经成为数据更新率的一大障碍。提出了一种基于全可编程片上系统的多通道高速星点提取方法,该算法有效发挥了ZYNQ的现场可编程门阵列(FPGA)侧的并行处理优势和高级精简指令集机器(ARM)侧的串行处理优势。首先在FPGA侧对多通道输出的星图数据同时进行识别处理,得出计算星点质心所需的星点信息,然后在ARM侧利用星点信息将跨边界星点合并,最后得出星图中所有星点质心。本算法提高了星点质心提取速率,同时解决了跨边界星点的合并问题。最后,将本算法在硬件平台上进行实验,在输入图像分辨率为2048像素×2048像素情况下,最高帧率达到301 fps,验证了算法的正确性。本算法的最高帧率较参考文献[15]算法提升了110%,在提高星敏感器数据更新率方面具有重要应用价值。 展开更多
关键词 星敏感器 大面阵图像探测器 星点质心提取 高速 多通道
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Research on star-tracking correction technology for near-earth flight vehicles 被引量:1
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作者 Longxu Xiao Shihui Wei Hongbin Lin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第3期485-490,共6页
By analyzing the traditional star-tracking correction technology,this paper studies the star-tracking direct correction method which is based on star sensor dynamic separation initial displacement angles and main erro... By analyzing the traditional star-tracking correction technology,this paper studies the star-tracking direct correction method which is based on star sensor dynamic separation initial displacement angles and main errors of inertial measure unit(IMU)in order to carry out automatic navigation and improve the hitting accuracy and quick reaction capability of near-earth flight vehicles.Through comprehensive application and improvement of the best correction factor method,this paper proposes the startracking comprehensive correction method which combines the two methods above-mentioned and the accelerometer dynamic error separation technology.The simulation results show that obvious effects can be achieved by using the star-tracking integrated correction method. 展开更多
关键词 near-earth flight vehicle laser SIMU/star sensor combined system star-tracking correction combined guidance.
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Improved autonomous star identification algorithm
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作者 罗丽燕 许录平 +1 位作者 张华 孙景荣 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第6期321-327,共7页
The log-polar transform (LPT) is introduced into the star identification because of its rotation invariance. An improved autonomous star identification algorithm is proposed in this paper to avoid the circular shift... The log-polar transform (LPT) is introduced into the star identification because of its rotation invariance. An improved autonomous star identification algorithm is proposed in this paper to avoid the circular shift of the feature vector and to reduce the time consumed in the star identification algorithm using LPT. In the proposed algorithm, the star pattern of the same navigation star remains unchanged when the stellar image is rotated, which makes it able to reduce the star identification time. The logarithmic values of the plane distances between the navigation and its neighbor stars are adopted to structure the feature vector of the navigation star, which enhances the robustness of star identification. In addition, some efforts are made to make it able to find the identification result with fewer comparisons, instead of searching the whole feature database. The simulation results demonstrate that the proposed algorithm can effectively acceldrate the star identification. Moreover, the recognition rate and robustness by the proposed algorithm are better than those by the LPT algorithm and the modified grid algorithm. 展开更多
关键词 log-polar transform star identification star pattern star sensor
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Research on Motion Estimation Algorithm of Star Point Based on Nonlinear Gaussian Fitting
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作者 WANG Chaoran BAO Qilian +1 位作者 ZHENG Xunjiang SUN Shuodong 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第4期562-567,共6页
The energy distribution model of motion blurred star point is analyzed.The distribution of the star point approximates to a two-dimensional(2 D) Gaussian distribution under degeneration.Two multi-parameter nonlinear G... The energy distribution model of motion blurred star point is analyzed.The distribution of the star point approximates to a two-dimensional(2 D) Gaussian distribution under degeneration.Two multi-parameter nonlinear Gaussian fitting methods(GFMs) are proposed,and the relationship between fitting parameters and motion blur parameters is analyzed.Estimation of the parameters of motion blur by fitting parameters is calculated to realize the error compensation of the motion blur.The simulation results show the effectiveness and accuracy. 展开更多
关键词 star sensors centroid calculation Gaussian fitting method(GFM) motion blur
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姿控发动机尾焰颗粒光散射及传输特性分析
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作者 刘博琦 王龙 李显成 《光学与光电技术》 2026年第1期70-79,共10页
针对大气层外平台所搭载星敏感器受姿控发动机尾焰中颗粒物影响导致恒星图像灰度下降的问题,提出了一种尾焰颗粒物对星光衰减的定量分析方法。基于Mie散射理论计算了尾焰中颗粒的Mie散射系数,定量分析了不同折射率下颗粒物对散射光强系... 针对大气层外平台所搭载星敏感器受姿控发动机尾焰中颗粒物影响导致恒星图像灰度下降的问题,提出了一种尾焰颗粒物对星光衰减的定量分析方法。基于Mie散射理论计算了尾焰中颗粒的Mie散射系数,定量分析了不同折射率下颗粒物对散射光强系数的影响;建立了光辐射传输及其影响分析模型,用于定量评估尾焰颗粒物对星光的衰减效应。仿真结果表明,颗粒物粒径是影响星光衰减的关键因素,当粒径为0.9μm时,尾焰中的颗粒物对星光传输的衰减最为显著,衰减系数约为0.67。可为大气层外平台应用的星敏感器的技术指标论证、系统设计优化与算法性能评估提供重要技术支持。 展开更多
关键词 姿控发动机 尾焰流场 颗粒分布 MIE散射 星敏感器
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