- Tytuł:
- An estimation method of message receiving probability for a satellite automatic identification system using a binomial distribution model
- Autorzy:
-
Seta, T.
Matsukura, H.
Aratani, T.
Tamura, K. - Powiązania:
- https://bibliotekanauki.pl/articles/135202.pdf
- Data publikacji:
- 2016
- Wydawca:
- Akademia Morska w Szczecinie. Wydawnictwo AMSz
- Tematy:
-
satellite AIS
recognition/detection probability
missing rate
coverage
statistical binomial distribution model - Opis:
- Automatic identification system (AIS) data are used to analyze vessels’ positions or maritime traffic. Recently, satellites are being adopted for gathering AIS data (satellite AIS). A satellite AIS can gather AIS data from all over the world, including the center of the ocean. However, because a satellite moves around the world every day, there is a very short window of time that the satellite can receive signals from some specific area. Furthermore, because a satellite AIS receives signals simultaneously from a wider area than a terrestrial AIS does, the satellite AIS has lower rate of signal reception, especially near vessel congested areas. This may cause many unrecognized vessels. For this situation, this paper proposes a new method to estimate the number of unrecognized vessels based on a binomial distribution model. With this method, we are able to estimate the number of unrecognized vessels just from satellite AIS data themselves.
- Źródło:
-
Zeszyty Naukowe Akademii Morskiej w Szczecinie; 2016, 46 (118); 101-107
1733-8670
2392-0378 - Pojawia się w:
- Zeszyty Naukowe Akademii Morskiej w Szczecinie
- Dostawca treści:
- Biblioteka Nauki
Artykuł