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Demonstrator Development for Phone as a Key Based on Bluetooth Low Energy
Linköping University, Department of Science and Technology, Physics and Electronics. Linköping University, The Institute of Technology.
Linköping University, Department of Science and Technology, Physics and Electronics. Linköping University, The Institute of Technology.
2017 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

In this work a demonstrator for phone as a key has been developed. This demonstrator estimates the position of a mobile device in and around a test vehicle. Trilateration, ROCRSSI and fingerprinting with neural networks have been investigated for the localization of the mobile device. To filter the input data Kalman filter and average mean filter have been investigated. The best performing technique was determined to be the use of neural networks with a Kalman filter. The resulting demonstrator can determine if the mobile device is within the ranges of three predefined zones for the technology and three zones defined in the thesis. The demonstrator can estimate the location of the mobile device in real-time for these zones.

Place, publisher, year, edition, pages
2017. , p. 49
Keywords [en]
PaaK, Neural Networks, RSSI, BLE
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:liu:diva-139034ISRN: LiU-ITN-TEK-A--17/023--SEOAI: oai:DiVA.org:liu-139034DiVA, id: diva2:1117152
Subject / course
Electrical Engineering
Uppsok
Technology
Supervisors
Examiners
Available from: 2017-06-28 Created: 2017-06-28 Last updated: 2017-06-28Bibliographically approved

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Demonstrator Development for Phone as a Key Based on Bluetooth Low Energy(3049 kB)200 downloads
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File name FULLTEXT01.pdfFile size 3049 kBChecksum SHA-512
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Type fulltextMimetype application/pdf

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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
  • rtf