(AUTOMATIC IDENTIFICATION SYSTEM (AIS) SATELIT DATA CORRECTION USING INTERPOLATION AND EXTRAPOLATION METHODE, (Case Study : LAPAN-A2 and LAPAN-A3 Satellite))

Abdul Karim

Abstract

Nasional Institute Aerounautics and Space (LAPAN) has two satellites (LAPAN-A2 and LAPAN-A3) that are carry Automatic Identification System (AIS) sensors. It can be use for monitoring Indonesian maritime. The altitude of the satellite about 642 Km and 500 km so it has a wide area covered and receive big data. The problem is the AIS technology use the Time Division Multiple Access (TDMA) system that has limitations in handling big data so that some data received can be damaged due to collision. Therefore, in this research has been done the analysis and correction data using interpolation and extrapolation methods. The results  is improvements of valid data about 22,6 % for LAPAN-A2 satellite and 20,8 % for LAPAN-A3 satellite.

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References

Goenaryo., 2017. Kebutuhan dan Pemanfaatan Data AIS dalam Pengawasan SDKP presented at Focus Group Discussion Pemanfaatan Hasil Litbang dan Fasilitas Teknologi Satelit 2017.

International Telecommunications Union (ITU)., 2012. Interim Solutions for Improved Efficiency in the Use of the Band 156–174 Mhz by Stations in the Maritime Mobile Service; International Telecommunications Union: Budapest, Hungary.

Isbandi Andrianto., 2017. Kebutuhan Satelit Untuk Monitoring Keamanan Laut Di Perairan Indonesia presented at Focus Group Discussion Pemanfaatan Hasil Litbang dan Fasilitas Teknologi Satelit 2017.

Jessica H.Ford., David Peel., David Kroodsma., Britta Denise Hardesty., Uwe Rosebrock. ,ChrisWilcox., 2018, Detecting suspicious activities at sea based on Anomalies in Automatic Identification Systems transmissions, Journal Public Library os Science (PLOS).

Marine Traffic, Cave Vanya. https://www.marinetraffic.com/en/ais/details/ships/shipid:371722/mmsi:209256000/imo:9182710/vessel:CAPE_VANYA diunduh: 30 Oktober 2018.

Qing Hu., Yi Jiang., Jingbo Zhang., Xiaowen Sun., Shufang Zhang., 2015, Development of an Automatic Identification System Autonomous Positioning System, Journal Sensors.

R. Bosnjak., 2012, Automatic Identification System in maritime Traffic in error analysis. Journal of Transactions on Maritime Science (ToMS) Vol.1 No.2, 77-84.

S.C.Chapra., R. P.Canale., 2015. Numerical Methods for Engineers, Seventh Edition. Publication of McGraw-Hill Education, ISBN : 978-0-07-339792-4.

Shangbo Mao., Enmei Tu., Guanghao Zhang., Lily Rachmawati., Eshan Rajabally., 2016. An Automatic Identification System (AIS) Database for Maritime Trajectory Prediction and Data Mining, Proceedings of Extreme Learning Machines-2016, Desember 2016, ISBN 978-3-319-57420-2.

T. Stupak., 2014. Influence of Automatic Identification System on Safety of Navigation at Sea, Journal of Marine Navigation and Safety of Sea Transportation Vol. 8 No. 3, 337-341.

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