Automatic optical observation extraction for the initial satellite orbit determination

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FARZANEH S.; SHARIFI M.A.; KOSARY M.; MODIRI M.

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Journal: Journal of the Earth and Space Physics Year:2018 | Volume:44 | Issue:2 Page(s): 265-280

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Title

Automatic optical observation extraction for the initial satellite orbit determination

Author(s)

FARZANEH S. | SHARIFI M.A. | KOSARY M. | MODIRI M. | Issue Writer Certificate

Keywords

satellite trackingQ1

satellite streak detectionQ1

MSACQ1

DBSCAN clusteringQ1

Abstract

In recent years, the development in the space industry and the ability of building, launching and infusion of satellites in the lower orbit has put the limited number of countries with such technology. In order to complete the entire cycle of the space industry, the satellite navigation and control, which have been neglected since the beginning of the movement of space science, has to be considered specially. The orbit determination in one sentence is the application of a variety of techniques for estimating the orbits of objects such as the moon, planets, and spacecraft. In dynamic astronomy, the orbit determination is the process of determining orbital parameters with observations. In particular, orbit determination of planets of solar system is adjustment of noisy orbital observation that consist of random and systematic error for force models and estimation of model parameters by observation (In order to access a mathematical model that illustrates the path of the celestial object in the path before and after the observation time). To simplify, this process is divided into two parts. First, the initial orbit is estimated and then make corrections to the determined orbit. The purpose of initial orbit determination of object that is moving around earth, is calculation of object orbital parameters by a few observations; furthermore initial orbit determination is used for detecting missing object in space. To determine the precise orbit, it is necessary to determine the initial orbit with good accuracy, which indicates the importance of the initial orbit determination. Different type of observations is used to make an initial orbit determination in which observations can be collected by ground stations that contain angular angles, elevations, distance, and distance rate. These observations are made by the radar and the telescope, because the collection of observations without instrument and naked eye does not have enough precision and sensitivity for determination of the space object orbit, but since the extraction of distance observation is expensive and sometimes impossible, angular observation is used. In this paper, a new method has been presented for extracting angular viewing through an optical imaging system. This method is an automatic and efficient method with the ability of real-time data analysis and the base of that is astronomical imaging by CCDs (chargecoupled device). The images captured by this method have a lot of information about stars, galaxy, satellites’ streak, etc. In this paper, automatic method is presented for streak detection which consist of 5 steps: 1) image denoising, 2) extracting of star centers, 3) extracting astronomical coordinates of stars (declination and right ascension), 4) matching between astronomical and pixel coordinate of stars, 5) calculation of satellite streak model. Then, with using the extracted model, the coordinates of beginning and end points are detected. With the celestial coordinates of beginning and end point of streak Azimuth and elevation of satellite on both sides are determined. On the other hand, to evaluate the proposed method and the validity of the input parameters for initial orbit determination, the azimuth and elevation values of the beginning and end points of streak can be calculated by precise orbit file and then these results compare with results of purposed method. Comparing results indicate a difference of about milliseconds.

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APA: Copy

FARZANEH, S., SHARIFI, M.A., KOSARY, M., & MODIRI, M.. (2018). Automatic optical observation extraction for the initial satellite orbit determination. JOURNAL OF THE EARTH AND SPACE PHYSICS, 44(2 ), 265-280. SID. https://sid.ir/paper/80469/en

Vancouver: Copy

FARZANEH S., SHARIFI M.A., KOSARY M., MODIRI M.. Automatic optical observation extraction for the initial satellite orbit determination. JOURNAL OF THE EARTH AND SPACE PHYSICS[Internet]. 2018;44(2 ):265-280. Available from: https://sid.ir/paper/80469/en

IEEE: Copy

S. FARZANEH, M.A. SHARIFI, M. KOSARY, and M. MODIRI, “Automatic optical observation extraction for the initial satellite orbit determination,” JOURNAL OF THE EARTH AND SPACE PHYSICS, vol. 44, no. 2 , pp. 265–280, 2018, [Online]. Available: https://sid.ir/paper/80469/en

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