一种基于卡尔曼波器的高精度恒星中心点提取方法,用于多曝光成像恒星传感器
Wenbo Yu1, Hui Qu1, Yong Zhang2
1College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China.
Sensors (Basel, Switzerland)
|September 28, 2023
概括
这项研究引入了卡尔曼波器方法,以减少恒星传感器图像中的噪声,提高态度确定精度. 这种新方法有效地过了图像噪声,增强了用于太空导航的恒星中心离子提取.
科学领域:
- 航空航天工程 航空航天工程
- 图像处理 图像处理
- 导航系统 导航系统
背景情况:
- 多次曝光成像增加了恒星传感器态度更新率,但引入了显著的噪音.
- 精确的恒星心脏抽取对于可靠的态度确定至关重要.
研究的目的:
- 开发一种新型的恒星中心取法,以减轻多次曝光恒星图像中的噪声.
- 为了提高恒星传感器的准确性和可靠性,以进行态度更新.
主要方法:
- 一种基于卡尔曼波器的方法被提议用于恒星中 extraction.
- 星点预测窗口是使用动态模型生成的.
- 粗心的中心点在预测窗口中计算,然后通过单个卡尔曼波器过.
主要成果:
- 模拟显示,在不同噪声水平下,坐标误差减少了高达37.5%.
- 实验结果表明,预测窗口只捕获了总物体的0.95%,证明了效率.
- 卡尔曼波器有效地过了图像噪声,产生了精细的中心体.
结论:
- 提出的基于卡尔曼波器的方法是可行的,并且有效地降低了在恒星中心层提取过程中的噪声.
- 该方法显著提高了恒星传感器的准确性,特别是在杂的条件下.
- 星点预测窗口提高了中心点提取过程的效率.
相关概念视频
Flame Photometry: Overview
649
Flame photometry, also known as flame emission spectrometry, is a technique used for the qualitative and quantitative analysis of elements present in a sample using a flame as the source of excitation energy. The concept of flame photometry was realized in the early 1860s by Kirchhoff and Bunsen, who discovered that specific elements emit characteristic radiation when excited in flames. The first instrument developed for this purpose was used to measure sodium (Na) in plant ash using a Bunsen...
649
Calibration Curves: Linear Least Squares
1.4K
A calibration curve is a plot of the instrument's response against a series of known concentrations of a substance. This curve is used to set the instrument response levels, using the substance and its concentrations as standards. Alternatively, or additionally, an equation is fitted to the calibration curve plot and subsequently used to calculate the unknown concentrations of other samples reliably.
For data that follow a straight line, the standard method for fitting is the linear...
For data that follow a straight line, the standard method for fitting is the linear...
1.4K
Reduced Mass Coordinates: Isolated Two-body Problem
1.3K
In classical mechanics, the two-body problem is one of the fundamental problems describing the motion of two interacting bodies under gravity or any other central force. When considering the motion of two bodies, one of the most important concepts is the reduced mass coordinates, a quantity that allows the two-body problem to be solved like a single-body problem. In these circumstances, it is assumed that a single body with reduced mass revolves around another body fixed in a position with an...
1.3K
Flame Photometry: Lab
272
In a flame photometer, when a solution like potassium chloride is aspirated into the flame, the solvent evaporates, leaving behind dehydrated salt. This salt dissociates into free gaseous atoms in their ground state. Some of these atoms absorb energy from the flame, leading to their excitation. The excited atoms return to the ground state, emitting photons at characteristic wavelengths. Because only electronic transitions are involved, the resulting emission lines are very narrow. The intensity...
272
Cluster Sampling Method
12.0K
Appropriate sampling methods ensure that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest.
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
12.0K


