Studying anomalous propagation over marine areas using an experimental AIS receiver set-up

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Authors: Laura Rautiainen, Milla M. Johansson, Mikko Johannes Lensu, Jani Tyynelä, Jukka-Pekka Jalkanen, Mikael Hasu, Ken Stenbäck, Harry Lonka, Lauri Laakso
Cited by: 1
References: 43

Abstract

Abstract. Automatic Identification System (AIS) is a wireless communication system used by vessels to exchange real-time information with each other and with coastal authorities, enhancing situational awareness and maritime safety. Consequently, safety at sea depends on reliable signal transmission, which can be disrupted by anomalous signal propagation. In particular, tropospheric ducting can extend the AIS antenna horizon, allowing messages to be received over greater distances than under standard conditions. To study the behaviour of the AIS signal under standard and anomalous propagation conditions, 1-year of AIS-observations were collected from two antennae at 7 m and 30 m heights above the mean sea level on the Utö Island in the Baltic Sea. The AIS antennae were co-located with mast-mounted measurements of temperature and humidity. This allows for studying the AIS signal propagation alongside observed refractivity profiles. The AIS over-the-horizon observations occurred 59 % of the time for the 30 m antenna and 34 % of the time for the 7 m antenna, mainly during the spring and summer months. A strong diurnal cycle was observed in the Archipelago Sea, north of Utö, while no diurnal cycle was observed in the open sea region south of Utö. During periods of anomalous signal propagation, the AIS messages were received from farther away, from up to 600 km from Utö and the observed received signal strength decayed slower with distance, indicating reductions in propagation losses due to ducting. The anomalous AIS observations were also found to coincide with the stronger and higher observed ducts.

Fields of Study & Subjects

Radio Wave Propagation Studies Underwater Vehicles and Communication Systems Maritime Navigation and Safety

Publication details

Journal / source
Atmospheric measurement techniques
Publisher
Copernicus GmbH
Volume
19
Issue
8
Pages
2763–2785
Publication date
23 April 2026
Language
EN