Autoregression models of large space debris motion

Authors

  • Oleksandr Sarichev
  • Bogdan Perviy

DOI:

https://doi.org/10.34185/1562-9945-6-131-2020-12

Keywords:

TLE elements, structural uncertainty, beta distribution, unequally spaced observations

Abstract

A statistical method was developed for modeling the large space debris motion in the class of autoregressive models. The method improves the quality of description and forecasting of the movement of large fragments of space debris based on their TLE elements.

References

Sarychev O. P. Optimal regressors search subjected to vector autoregression of unevenly spaced TLE series / O. P. Sarychev, B. A. Perviy, // Sistemni` tekhnologi`yi. – Vipusk 2 (121). – 2019. – S. 95–110.

Sarychev O. P. Autoregression models of space objects movement represented by TLE elements / O. P. Sarychev, B. A. Perviy // Sistemni` tekhnologi`yi. – Vi-pusk 2 (127). – 2020. – S. 103–116.

Sary`chev A. P. Identifikacziya parametrov sistem avtoregressionny`kh urav-nenij pri izvestny`kh kovariaczionny`kh matriczakh / A. P. Sary`chev // Mezhdunarodny`j nauchno-tekhnicheskij zhurnal “Problemy` upravleniya i in-formatiki”. – 2012. – # 3. – S. 14–30.

Sary`chev A. P. Issledovanie metodom statisticheskikh ispy`tanij iteraczi-onnoj procze-dury` dlya identifikaczii parametrov sistemy` avtoregressionny`kh uravnenij / A. P. Sary`chev // Sistemni` tekhnologi`yi. –2014. – Vipusk 3 (92). – S. 77–89.

Sary`chev A. P. Linejnaya avtoregressiya na osnove metoda gruppovogo uchyota argu-mentov v usloviyakh kvazipovtorny`kh nablyudenij / A. P. Sary`chev // Iskusstvenny`j intel-lekt. – 2015. – # 3–4 (69–70). – S. 105–123.

Aleksandr Sary`chev. Modelirovanie slozhny`kh sistem v usloviyakh struktur-noj neopredelyonnosti: regressionny`e i avtoregressionny`e modeli / A. P. Sary`chev. LAP LAMBERT Academic Publishing RU, Saarbrücken, Deutsch-land, 2016. – 274 s.

FSCC TLE Source [E`lektronny`j resurs]. – Rezhim dostupa https://www.space-track.org/#Landing.

Spravochnik po teorii veroyatnostej i matematicheskoj statistike / V. S. Korolyuk, N. I. Portenko, A.V. Skorokhod, A. F. Turbin. – M. : Nauka, 1985. – 640 s.

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Published

2021-03-01