首页 > 最新文献

2009 4th International Conference on Recent Advances in Space Technologies最新文献

英文 中文
Reaction wheel design for CubeSats 立方体卫星反作用轮设计
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158296
E. Oland, R. Schlanbusch
This paper presents a reaction wheel design for CubeSats where it takes the limitation of size and mass into consideration. It presents an overview of which altitudes it is feasible to use magnetic torquers for momentum dumping as well as presenting equations for customizing reaction wheels for a CubeSat mission. The reaction wheels are then simulated for different CubeSat sizes and proved capable of performing attitude maneuvers. During these simulations a non-linear passivity-based sliding surface controller is used which through Lyapunov stability theory has been shown to be uniformly asymptotically stable.
本文提出了一种考虑立方体卫星尺寸和质量限制的反作用轮设计方法。它概述了在哪些高度使用磁力矩器进行动量倾倒是可行的,并提出了为立方体卫星任务定制反作用轮的方程。然后对不同立方体卫星尺寸的反作用轮进行了模拟,并证明了其执行姿态机动的能力。在这些仿真中,使用了基于非线性无源的滑动面控制器,通过李雅普诺夫稳定性理论证明了该控制器是一致渐近稳定的。
{"title":"Reaction wheel design for CubeSats","authors":"E. Oland, R. Schlanbusch","doi":"10.1109/RAST.2009.5158296","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158296","url":null,"abstract":"This paper presents a reaction wheel design for CubeSats where it takes the limitation of size and mass into consideration. It presents an overview of which altitudes it is feasible to use magnetic torquers for momentum dumping as well as presenting equations for customizing reaction wheels for a CubeSat mission. The reaction wheels are then simulated for different CubeSat sizes and proved capable of performing attitude maneuvers. During these simulations a non-linear passivity-based sliding surface controller is used which through Lyapunov stability theory has been shown to be uniformly asymptotically stable.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129725282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 24
Mathematical model and technical solution for small multistage suborbital launchers 小型多级亚轨道发射装置的数学模型与技术解决方案
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158194
Teodor-Viorel Chelaru, C. Barbu, Adrian Chelaru
The paper purpose is to dignify some aspects regarding the calculus model and technical solutions for small multistage suborbital launchers used to test spatial equipment and scientific measurements. The calculus methodology consists in numerical simulation of launcher evolution for different start conditions. The rocket model presented will be with six DOF and variable mass. The results analyzed will be the flight parameters and ballistic performances. The discussions area will focus around the technical possibility to realize small suborbital multistage launchers recycling military rocket engines.
本文旨在对用于空间设备和科学测量测试的小型多级亚轨道发射装置的计算模型和技术解决方案进行研究。计算方法是对不同启动条件下发射装置演化过程进行数值模拟。所提出的火箭模型将具有六自由度和变质量。分析的结果将是飞行参数和弹道性能。讨论领域将集中在实现小型亚轨道多级发射装置回收军用火箭发动机的技术可能性。
{"title":"Mathematical model and technical solution for small multistage suborbital launchers","authors":"Teodor-Viorel Chelaru, C. Barbu, Adrian Chelaru","doi":"10.1109/RAST.2009.5158194","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158194","url":null,"abstract":"The paper purpose is to dignify some aspects regarding the calculus model and technical solutions for small multistage suborbital launchers used to test spatial equipment and scientific measurements. The calculus methodology consists in numerical simulation of launcher evolution for different start conditions. The rocket model presented will be with six DOF and variable mass. The results analyzed will be the flight parameters and ballistic performances. The discussions area will focus around the technical possibility to realize small suborbital multistage launchers recycling military rocket engines.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125591693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Monitoring of the linear infrastructure: Environmental and social impacts 线性基础设施的监测:环境和社会影响
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158211
S. Kurnaz, G. Babayeva, R. Rustamov, Elman Aleskerov
The use of advanced technologies is available to enhance planning, design, management, operation and maintenance of the linear infrastructure. Aerial and satellite data based on the remote sensing methods with further integration to GIS technologies represent the area of rapid responds and developments which can be leveraged to assist the linear systems risk assessment to assure the safety of linear infrastructures. Industrial and scientific achievements in satellite remote sensing methods and appropriate data processing techniques are opening a new wide technological opportunities and availabilities to develop an enhanced capability to accomplish the linear systems mapping and safety needs of the oil and gas transportation. Combination of those technologies with GIS has a valuable and significant potential for further application to a huge of cross cutting system of security issues. This paper particularly undertakes the some of aspect of application of those technologies to the linear system monitoring for safety and security assessment.
利用先进技术,加强线性基础设施的规划、设计、管理、操作和维修。基于遥感方法的航空和卫星数据与GIS技术的进一步整合代表了快速响应和发展的领域,可以用来协助线性系统风险评估,以确保线性基础设施的安全。在卫星遥感方法和适当的数据处理技术方面的工业和科学成就正在开辟新的广泛的技术机会和可用性,以发展增强的能力,以完成线性系统绘图和石油和天然气运输的安全需要。将这些技术与地理信息系统相结合,对进一步应用于大量的安全问题的交叉系统具有重要的价值和潜力。本文着重研究了这些技术在线性系统安全监测和安全评估中的应用。
{"title":"Monitoring of the linear infrastructure: Environmental and social impacts","authors":"S. Kurnaz, G. Babayeva, R. Rustamov, Elman Aleskerov","doi":"10.1109/RAST.2009.5158211","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158211","url":null,"abstract":"The use of advanced technologies is available to enhance planning, design, management, operation and maintenance of the linear infrastructure. Aerial and satellite data based on the remote sensing methods with further integration to GIS technologies represent the area of rapid responds and developments which can be leveraged to assist the linear systems risk assessment to assure the safety of linear infrastructures. Industrial and scientific achievements in satellite remote sensing methods and appropriate data processing techniques are opening a new wide technological opportunities and availabilities to develop an enhanced capability to accomplish the linear systems mapping and safety needs of the oil and gas transportation. Combination of those technologies with GIS has a valuable and significant potential for further application to a huge of cross cutting system of security issues. This paper particularly undertakes the some of aspect of application of those technologies to the linear system monitoring for safety and security assessment.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114530948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Autonomous dual-arm mobile manipulator crew assistant for surface operations: Force/vision-guided grasping 用于地面操作的自主双臂移动机械臂乘员助手:力/视觉引导抓取
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158284
E. Zereik, A. Sorbara, G. Casalino, F. Didot
Objective of the overall system is that of understanding (and demonstrating) what are the tasks that a robotic crew assistant must be able to execute, in order to be effective for space exploration missions. One of the most important tasks to be accomplished is the autonomous grasping of objects, which has been achieved through a vision and force-based control strategy. This paper deals with the completion of the autonomous grasping task previously described.
整个系统的目标是理解(并演示)机器人助手必须能够执行的任务,以便有效地执行太空探索任务。其中最重要的任务之一是物体的自主抓取,这是通过基于视觉和力的控制策略来实现的。本文讨论了先前描述的自主抓取任务的完成。
{"title":"Autonomous dual-arm mobile manipulator crew assistant for surface operations: Force/vision-guided grasping","authors":"E. Zereik, A. Sorbara, G. Casalino, F. Didot","doi":"10.1109/RAST.2009.5158284","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158284","url":null,"abstract":"Objective of the overall system is that of understanding (and demonstrating) what are the tasks that a robotic crew assistant must be able to execute, in order to be effective for space exploration missions. One of the most important tasks to be accomplished is the autonomous grasping of objects, which has been achieved through a vision and force-based control strategy. This paper deals with the completion of the autonomous grasping task previously described.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117043038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Optimization of nose shape of Launch Vehicle using genetic algorithm and response surface methods 基于遗传算法和响应面法的运载火箭机头形状优化
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158201
A. Pourrajabian, M. Bakhtiari, R. Ebrahimi, H. Karimi
In this study, to reduce the drag force, the nose shape of Launch Vehicle with determined flight conditions, is optimized. Two optimization methods are considered: binary genetic algorithm and response surface method. Since the value of drag coefficient is proportional to dynamic pressure, the objective function is based on minimization of drag coefficient in flight conditions which is corresponding to the maximum dynamic pressure. In order to evaluation of objective function, the aerodynamic prediction engineering code is used. The results of aerodynamic prediction code directly entered to binary genetic algorithm code and with common parameters of this algorithm like crossover, mutation and elitism, the optimization process is done. Moreover, the sensibility analysis of this algorithm respect to mutation parameter and size of population is analyzed and optimum values of them are obtained. Also, response Surface Method with quadratic model is considered. Some special points from domain of design variables are selected and corresponding drag coefficients for these points are calculated by aerodynamic prediction engineering code. Then, the appropriate second order surface is fitted to these points regarding to least square method. The results show that with optimum values of genetic algorithm parameters (rate of mutation and size of population); the algorithm converges rapidly with a few generations. In this case, the genetic algorithm only searches the 1.4% of solution space and then converged. Generally, the results show good agreement between two methods.
为了减小阻力,在确定飞行条件下对运载火箭的机头形状进行了优化。考虑了两种优化方法:二值遗传算法和响应面法。由于阻力系数的值与动压成正比,因此目标函数是基于飞行状态下阻力系数的最小化,这对应于最大的动压。为了对目标函数进行评价,采用了气动预测工程规范。将气动预测代码的结果直接输入到二元遗传算法代码中,利用二元遗传算法常用的交叉、变异、精英等参数进行优化。此外,还分析了该算法对突变参数和种群大小的敏感性,得到了它们的最优值。同时考虑了二次模型的响应面法。从设计变量域中选取一些特殊点,利用气动预测工程规范计算这些点对应的阻力系数。然后用最小二乘法对这些点拟合相应的二阶曲面。结果表明,在遗传算法参数(突变率和种群大小)的最优值下;该算法在几代内收敛速度很快。在这种情况下,遗传算法只搜索1.4%的解空间,然后收敛。总体而言,两种方法的计算结果吻合较好。
{"title":"Optimization of nose shape of Launch Vehicle using genetic algorithm and response surface methods","authors":"A. Pourrajabian, M. Bakhtiari, R. Ebrahimi, H. Karimi","doi":"10.1109/RAST.2009.5158201","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158201","url":null,"abstract":"In this study, to reduce the drag force, the nose shape of Launch Vehicle with determined flight conditions, is optimized. Two optimization methods are considered: binary genetic algorithm and response surface method. Since the value of drag coefficient is proportional to dynamic pressure, the objective function is based on minimization of drag coefficient in flight conditions which is corresponding to the maximum dynamic pressure. In order to evaluation of objective function, the aerodynamic prediction engineering code is used. The results of aerodynamic prediction code directly entered to binary genetic algorithm code and with common parameters of this algorithm like crossover, mutation and elitism, the optimization process is done. Moreover, the sensibility analysis of this algorithm respect to mutation parameter and size of population is analyzed and optimum values of them are obtained. Also, response Surface Method with quadratic model is considered. Some special points from domain of design variables are selected and corresponding drag coefficients for these points are calculated by aerodynamic prediction engineering code. Then, the appropriate second order surface is fitted to these points regarding to least square method. The results show that with optimum values of genetic algorithm parameters (rate of mutation and size of population); the algorithm converges rapidly with a few generations. In this case, the genetic algorithm only searches the 1.4% of solution space and then converged. Generally, the results show good agreement between two methods.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115863853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Mine detecting GPS-based unmanned ground vehicle 基于gps的地雷探测无人地面车辆
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158216
M. Yağımlı, H. Varol
Mines which are located on the ground have been threating not only military forces but also civilians. These threating mines are classified as wooden, plastic and metal types. In this study a detector, which is able to detect all the mines placed on the ground, has been developed. Detecting and destroying the mines on a suspicious area without personel have been possible with remote control devices. In our work we aimed to produce a GPS-based mobile prototype vehicle carrying a system which can jam electromagnetic waves to blow up the mines with a remote control. This vehicle runs on solar energy and it can be steered by simulation glasses.
地面上的地雷不仅威胁着军事部队,而且也威胁着平民。这些具有威胁性的地雷分为木制、塑料和金属三类。在本研究中,研制了一种能够探测地面上所有地雷的探测器。利用遥控装置可以在没有人员的情况下探测和摧毁可疑地区的地雷。在我们的工作中,我们的目标是生产一种基于gps的移动原型车,它携带一个系统,可以通过遥控干扰电磁波来炸毁地雷。这辆车靠太阳能驱动,可以通过模拟眼镜来操纵。
{"title":"Mine detecting GPS-based unmanned ground vehicle","authors":"M. Yağımlı, H. Varol","doi":"10.1109/RAST.2009.5158216","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158216","url":null,"abstract":"Mines which are located on the ground have been threating not only military forces but also civilians. These threating mines are classified as wooden, plastic and metal types. In this study a detector, which is able to detect all the mines placed on the ground, has been developed. Detecting and destroying the mines on a suspicious area without personel have been possible with remote control devices. In our work we aimed to produce a GPS-based mobile prototype vehicle carrying a system which can jam electromagnetic waves to blow up the mines with a remote control. This vehicle runs on solar energy and it can be steered by simulation glasses.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115092080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Adaptive pulse shaped CP-OFDM for remote sensing satellites 遥感卫星自适应脉冲型CP-OFDM
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158207
H. Akah, A. Kamel, H. El-Hennawy
This paper studies the feasibility of using adaptive pulse shaping CP-OFDM in remote sensing satellites. A set of pulse shapes were generated using genetic algorithm that minimizes the mean square error of the timing offset estimator. These pulse shapes were used to train function approximation neural networks. Such neural networks make the use of adaptive pulse shaping in OFDM systems feasible. Results from neural networks simulation, which have shown the ability of neural networks to fulfill such function for a two ray model channels, are presented.
研究了自适应脉冲整形CP-OFDM在遥感卫星上应用的可行性。利用遗传算法生成一组脉冲形状,使定时偏移估计器的均方误差最小。这些脉冲形状被用来训练函数逼近神经网络。这种神经网络使得自适应脉冲整形在OFDM系统中的应用成为可能。本文给出了神经网络仿真的结果,证明了神经网络在两条射线模型通道上实现这一功能的能力。
{"title":"Adaptive pulse shaped CP-OFDM for remote sensing satellites","authors":"H. Akah, A. Kamel, H. El-Hennawy","doi":"10.1109/RAST.2009.5158207","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158207","url":null,"abstract":"This paper studies the feasibility of using adaptive pulse shaping CP-OFDM in remote sensing satellites. A set of pulse shapes were generated using genetic algorithm that minimizes the mean square error of the timing offset estimator. These pulse shapes were used to train function approximation neural networks. Such neural networks make the use of adaptive pulse shaping in OFDM systems feasible. Results from neural networks simulation, which have shown the ability of neural networks to fulfill such function for a two ray model channels, are presented.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126549186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating chaos in ozone layer depletion at Pakistan air space 调查巴基斯坦领空臭氧层消耗的混乱
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158280
M.Ayub Khan, Yousuf Zai, M. Hussain, M. Ansari
Phenomena like, atmospheric pollution, temperature variability, global warming, or ozone layer depletion (OLD) may be analyzed for forecasts etc. by solving the primitive dynamic equations along with the continuity and energy ones. The environmental variables actually observed are the consequences of thousand of events, some of which may be poorly defined or imperfectly understood. However, such atmospheric models of meteorological phenomena are simplistic in their nature, in the sense of largely hiding the character of nature as it ‘really’ is. This failure of reaching an exact solution and the fact that environmental phenomena nearly always include random components prompt us to leave the purely deterministic approach and invoke instead pseudo-randomness or randomness (stochasticity).
通过求解原始动力学方程以及连续性方程和能量方程,可以对大气污染、温度变率、全球变暖或臭氧层损耗(OLD)等现象进行分析和预报。实际观察到的环境变量是成千上万个事件的结果,其中一些可能定义不清或不完全理解。然而,这种气象现象的大气模型在本质上是简单的,因为它在很大程度上隐藏了自然的“真实”特征。这种无法获得精确解决方案的情况以及环境现象几乎总是包含随机成分的事实促使我们放弃纯粹的确定性方法,转而求助于伪随机性或随机性(随机性)。
{"title":"Investigating chaos in ozone layer depletion at Pakistan air space","authors":"M.Ayub Khan, Yousuf Zai, M. Hussain, M. Ansari","doi":"10.1109/RAST.2009.5158280","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158280","url":null,"abstract":"Phenomena like, atmospheric pollution, temperature variability, global warming, or ozone layer depletion (OLD) may be analyzed for forecasts etc. by solving the primitive dynamic equations along with the continuity and energy ones. The environmental variables actually observed are the consequences of thousand of events, some of which may be poorly defined or imperfectly understood. However, such atmospheric models of meteorological phenomena are simplistic in their nature, in the sense of largely hiding the character of nature as it ‘really’ is. This failure of reaching an exact solution and the fact that environmental phenomena nearly always include random components prompt us to leave the purely deterministic approach and invoke instead pseudo-randomness or randomness (stochasticity).","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126063679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive Unscented Kalman Filter with multiple fading factors for pico satellite attitude estimation 多衰落因子自适应无嗅卡尔曼滤波器用于微卫星姿态估计
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158254
H. Soken, C. Hajiyev
Thus far, Kalman filter based attitude estimation algorithms have been used in many space applications. When the issue of pico satellite attitude estimation is taken into consideration, general linear approach to Kalman filter becomes insufficient and Extended Kalman Filters (EKF) are the types of filters, which are designed in order to overrun this problem. However, in case of attitude estimation of a pico satellite via magnetometer data, where the nonlinearity degree of both dynamics and measurement models are high, EKF may give inaccurate results. Unscented Kalman Filter (UKF) that does not require linearization phase and so Jacobians can be preferred instead of EKF in such circumstances. Nonetheless, if the UKF is built with an adaptive manner, such that, faulty measurements do not affect attitude estimation process, accurate estimation results even in case of measurement malfunctions can be guaranteed. In this study an Adaptive Unscented Kalman Filter with multiple fading factors based gain correction is introduced and tested on the attitude estimation system of a pico satellite by the use of simulations.
迄今为止,基于卡尔曼滤波的姿态估计算法已经在许多空间应用中得到了应用。当考虑微型卫星姿态估计问题时,卡尔曼滤波的一般线性方法变得不足,扩展卡尔曼滤波器(EKF)是为了克服这一问题而设计的一种滤波器。然而,在利用磁强计数据进行微卫星姿态估计的情况下,由于动力学模型和测量模型的非线性程度都很高,EKF可能会给出不准确的结果。Unscented卡尔曼滤波器(UKF)不需要线性化相位,因此在这种情况下可以首选雅可比矩阵而不是EKF。然而,如果采用自适应方式构建UKF,使得错误的测量不影响姿态估计过程,即使在测量故障的情况下也可以保证准确的估计结果。本文介绍了一种基于多衰落因子增益校正的自适应无气味卡尔曼滤波器,并在一颗微型卫星姿态估计系统上进行了仿真测试。
{"title":"Adaptive Unscented Kalman Filter with multiple fading factors for pico satellite attitude estimation","authors":"H. Soken, C. Hajiyev","doi":"10.1109/RAST.2009.5158254","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158254","url":null,"abstract":"Thus far, Kalman filter based attitude estimation algorithms have been used in many space applications. When the issue of pico satellite attitude estimation is taken into consideration, general linear approach to Kalman filter becomes insufficient and Extended Kalman Filters (EKF) are the types of filters, which are designed in order to overrun this problem. However, in case of attitude estimation of a pico satellite via magnetometer data, where the nonlinearity degree of both dynamics and measurement models are high, EKF may give inaccurate results. Unscented Kalman Filter (UKF) that does not require linearization phase and so Jacobians can be preferred instead of EKF in such circumstances. Nonetheless, if the UKF is built with an adaptive manner, such that, faulty measurements do not affect attitude estimation process, accurate estimation results even in case of measurement malfunctions can be guaranteed. In this study an Adaptive Unscented Kalman Filter with multiple fading factors based gain correction is introduced and tested on the attitude estimation system of a pico satellite by the use of simulations.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124133246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 36
Analysis, modeling and compensation of bias drift in MEMS inertial sensors MEMS惯性传感器偏置漂移的分析、建模与补偿
Pub Date : 2009-06-11 DOI: 10.1109/RAST.2009.5158260
Farid Gulmammadov
Inertial sensors have a broad field of applications and are especially essential for localization. One of the most severe errors of MEMS inertial sensors is bias drift. In this paper bias drift is mathematically modeled as a combination of time and temperature dependent behaviors which are fused together allowing online bias compensation. The example presented indicates an almost perfect estimation resulting in elimination of more than 99% of bias. In this paper, also, a novel technique for modeling systems with hysteresis is presented.
惯性传感器有着广泛的应用领域,在定位中尤为重要。偏置漂移是MEMS惯性传感器最严重的误差之一。在本文中,偏置漂移被数学建模为时间和温度相关行为的组合,它们融合在一起允许在线偏置补偿。给出的例子表明了一个几乎完美的估计,消除了99%以上的偏差。本文还提出了一种新的滞回系统建模方法。
{"title":"Analysis, modeling and compensation of bias drift in MEMS inertial sensors","authors":"Farid Gulmammadov","doi":"10.1109/RAST.2009.5158260","DOIUrl":"https://doi.org/10.1109/RAST.2009.5158260","url":null,"abstract":"Inertial sensors have a broad field of applications and are especially essential for localization. One of the most severe errors of MEMS inertial sensors is bias drift. In this paper bias drift is mathematically modeled as a combination of time and temperature dependent behaviors which are fused together allowing online bias compensation. The example presented indicates an almost perfect estimation resulting in elimination of more than 99% of bias. In this paper, also, a novel technique for modeling systems with hysteresis is presented.","PeriodicalId":412236,"journal":{"name":"2009 4th International Conference on Recent Advances in Space Technologies","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129699043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 45
期刊
2009 4th International Conference on Recent Advances in Space Technologies
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1