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Mathematical Methods for Maritime Signal Curation in Noisy Environments
Mälardalen University, School of Education, Culture and Communication.
2019 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

QTAGG has designed a real-time autonomous system that continuously calculates an optimum propulsion plan controlling the engines and propellers of a vessel. In this way, the precision of the signals that are used is very important, as any little error in the signal can produce incorrect control effects and cause critical damages to the equipment or passengers.

This thesis describes the mathematics and implementation of a system to detect and correct disturbances in the data signals of a vessel. The system applies a signal curation based on mathematical modelling and statistics leading to clean data to use in QTAGG’s control system.

Place, publisher, year, edition, pages
2019. , p. 55
Keywords [en]
Signal curation, Maritime field, Machine learning
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mdh:diva-43653OAI: oai:DiVA.org:mdh-43653DiVA, id: diva2:1321388
External cooperation
QTAGG R&B
Subject / course
Mathematics/Applied Mathematics
Presentation
2019-06-07, U3-083, Malardalen Hogskola, Vasteras, 10:00 (English)
Supervisors
Examiners
Available from: 2019-06-11 Created: 2019-06-07 Last updated: 2019-06-11Bibliographically approved

Open Access in DiVA

Mathematical Methods for Maritime Signal Curation in Noisy Environments - Lara Jimenez Blazquez(980 kB)17 downloads
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349e798b86521da3ff7396073a27a15f28274e8f7756ed6e1f688bbc635c7c8cc650fc061b129a63703385b82b9dab31021d15d69c54211507c426d768c4e223
Type fulltextMimetype application/pdf

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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