Improving the Efficiency of the AIS System Using Algorithms for Dealing Signal Collisions

The paper considers methods for receiving and processing automatic identification of ships (AIS) signals by a small satellite (CubeSat). A comparison of various methods for reducing the impact of collisions on the reliability of reception is given, such as the choice of orientation and type of the CubeSat receiving antenna, the use of various demodulation algorithms that take into account the presence of Doppler frequency shifts, as well as decollision processing algorithms. Using simulation modeling that takes into account the parameters of the space scenario (orbit altitude, antenna type, etc.), the efficiency of the considered methods in terms of reducing the packet error in the presence of first-order collisions is shown.

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Publication Details

Journal
Communications of the Byurakan Astrophysical Observatory
Published
2024-12-27
DOI
https://doi.org/10.52526/25792776-24.71.2-398
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Improving the Efficiency of the AIS System Using Algorithms for Dealing Signal Collisions

Ilya Lavrenyuk, Sergey V. Zavjalov, Anna Kuznetsova, V. H. Avetisyan et al.
Communications of the Byurakan Astrophysical Observatory
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article

Improving the Efficiency of the AIS System Using Algorithms for Dealing Signal Collisions

Ilya Lavrenyuk, Sergey V. Zavjalov, Anna Kuznetsova, V. H. Avetisyan, Sergey B. Makarov, Sergey V. Volvenko, A. K. Aharonyan, Iu.E. Eremenko
article en

Abstract

The paper considers methods for receiving and processing automatic identification of ships (AIS) signals by a small satellite (CubeSat). A comparison of various methods for reducing the impact of collisions on the reliability of reception is given, such as the choice of orientation and type of the CubeSat receiving antenna, the use of various demodulation algorithms that take into account the presence of Doppler frequency shifts, as well as decollision processing algorithms. Using simulation modeling that takes into account the parameters of the space scenario (orbit altitude, antenna type, etc.), the efficiency of the considered methods in terms of reducing the packet error in the presence of first-order collisions is shown.

Communications of the Byurakan Astrophysical Observatory
Russian-Armenian University (AM), Peter the Great St. Petersburg Polytechnic University (RU)
Ministry of Science and Higher Education of the Russian Federation
Openalex Percentile: Top 71%
Advanced Data Processing Techniques
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