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main.out
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\BOOKMARK [0][]{FrontPage.0}{Front Page}{}% 1
\BOOKMARK [0][]{TitlePage.0}{Title Page}{}% 2
\BOOKMARK [0][]{LibraryPage.0}{Library Page}{}% 3
\BOOKMARK [0][]{theabsanchor-swedish.0}{Sammanfattning}{}% 4
\BOOKMARK [0][]{theabsanchor-english.0}{Abstract}{}% 5
\BOOKMARK [0][]{theackanchor.0}{Acknowledgments}{}% 6
\BOOKMARK [0][]{thetocanchor.0}{Contents}{}% 7
\BOOKMARK [0][]{section*.7}{List of Figures}{}% 8
\BOOKMARK [0][]{section*.8}{List of Tables}{}% 9
\BOOKMARK [0][]{section*.9}{Notation}{}% 10
\BOOKMARK [0][]{chapter.1}{1 INTRODUCTION}{}% 11
\BOOKMARK [1][-]{section.1.1}{1.1 Background}{chapter.1}% 12
\BOOKMARK [1][-]{section.1.2}{1.2 Aims \046 Objectives}{chapter.1}% 13
\BOOKMARK [1][-]{section.1.3}{1.3 Thesis Outline}{chapter.1}% 14
\BOOKMARK [0][]{chapter.2}{2 COMMUNICATION \046 AUTHENTICATION}{}% 15
\BOOKMARK [1][-]{section.2.1}{2.1 Two factor authentication}{chapter.2}% 16
\BOOKMARK [1][-]{section.2.2}{2.2 Challenge-Response authentication}{chapter.2}% 17
\BOOKMARK [1][-]{section.2.3}{2.3 M2M \(Machine-to-machine\)}{chapter.2}% 18
\BOOKMARK [2][-]{subsection.2.3.1}{2.3.1 Difference between M2M and IoT}{section.2.3}% 19
\BOOKMARK [2][-]{subsection.2.3.2}{2.3.2 M2M authentication}{section.2.3}% 20
\BOOKMARK [1][-]{section.2.4}{2.4 The biometric process}{chapter.2}% 21
\BOOKMARK [2][-]{subsection.2.4.1}{2.4.1 Recognition}{section.2.4}% 22
\BOOKMARK [2][-]{subsection.2.4.2}{2.4.2 Biometric systems}{section.2.4}% 23
\BOOKMARK [2][-]{subsection.2.4.3}{2.4.3 Biometric authentication}{section.2.4}% 24
\BOOKMARK [2][-]{subsection.2.4.4}{2.4.4 Biometric measurements}{section.2.4}% 25
\BOOKMARK [2][-]{subsection.2.4.5}{2.4.5 Design a biometric system}{section.2.4}% 26
\BOOKMARK [0][]{chapter.3}{3 CHARACTERISTICS OF A MOBILE DEVICE}{}% 27
\BOOKMARK [1][-]{section.3.1}{3.1 Accelerometer}{chapter.3}% 28
\BOOKMARK [2][-]{subsection.3.1.1}{3.1.1 Fingerprinting characteristics / Bias}{section.3.1}% 29
\BOOKMARK [1][-]{section.3.2}{3.2 Gyroscope}{chapter.3}% 30
\BOOKMARK [2][-]{subsection.3.2.1}{3.2.1 Fingerprinting characteristics / Bias}{section.3.2}% 31
\BOOKMARK [1][-]{section.3.3}{3.3 Camera}{chapter.3}% 32
\BOOKMARK [2][-]{subsection.3.3.1}{3.3.1 Fingerprinting characteristics / Bias}{section.3.3}% 33
\BOOKMARK [1][-]{section.3.4}{3.4 Allan variance}{chapter.3}% 34
\BOOKMARK [1][-]{section.3.5}{3.5 Previous work of device sensor fingerprinting}{chapter.3}% 35
\BOOKMARK [0][]{chapter.4}{4 METHOD OF COLLECTING DATA}{}% 36
\BOOKMARK [1][-]{section.4.1}{4.1 Measurements of motion sensors in JavaScript}{chapter.4}% 37
\BOOKMARK [2][-]{subsection.4.1.1}{4.1.1 Accelerometer in JavaScript}{section.4.1}% 38
\BOOKMARK [2][-]{subsection.4.1.2}{4.1.2 Gyroscope in JavaScript}{section.4.1}% 39
\BOOKMARK [1][-]{section.4.2}{4.2 Measurement I - Motion}{chapter.4}% 40
\BOOKMARK [1][-]{section.4.3}{4.3 Measurement II - Motion}{chapter.4}% 41
\BOOKMARK [1][-]{section.4.4}{4.4 Camera measurements}{chapter.4}% 42
\BOOKMARK [0][]{chapter.5}{5 RESULT OF MEASUREMENTS}{}% 43
\BOOKMARK [1][-]{section.5.1}{5.1 Pre-measurements}{chapter.5}% 44
\BOOKMARK [1][-]{section.5.2}{5.2 Result of measurements I - Motion}{chapter.5}% 45
\BOOKMARK [1][-]{section.5.3}{5.3 Result of measurements II - Motion}{chapter.5}% 46
\BOOKMARK [2][-]{subsection.5.3.1}{5.3.1 Permanence of accelerometer}{section.5.3}% 47
\BOOKMARK [2][-]{subsection.5.3.2}{5.3.2 Features of accelerometer data}{section.5.3}% 48
\BOOKMARK [2][-]{subsection.5.3.3}{5.3.3 Gyroscope}{section.5.3}% 49
\BOOKMARK [2][-]{subsection.5.3.4}{5.3.4 Allan variance}{section.5.3}% 50
\BOOKMARK [2][-]{subsection.5.3.5}{5.3.5 Simulate authentication of motion sensors in MATLAB}{section.5.3}% 51
\BOOKMARK [1][-]{section.5.4}{5.4 Result Camera-measurements}{chapter.5}% 52
\BOOKMARK [2][-]{subsection.5.4.1}{5.4.1 Result of camera measurement I}{section.5.4}% 53
\BOOKMARK [2][-]{subsection.5.4.2}{5.4.2 Result of camera measurement II}{section.5.4}% 54
\BOOKMARK [0][]{chapter.6}{6 DISCUSSION}{}% 55
\BOOKMARK [1][-]{section.6.1}{6.1 Accelerometer}{chapter.6}% 56
\BOOKMARK [2][-]{subsection.6.1.1}{6.1.1 Result}{section.6.1}% 57
\BOOKMARK [2][-]{subsection.6.1.2}{6.1.2 Method}{section.6.1}% 58
\BOOKMARK [1][-]{section.6.2}{6.2 Gyroscope}{chapter.6}% 59
\BOOKMARK [2][-]{subsection.6.2.1}{6.2.1 Result}{section.6.2}% 60
\BOOKMARK [2][-]{subsection.6.2.2}{6.2.2 Method}{section.6.2}% 61
\BOOKMARK [1][-]{section.6.3}{6.3 Camera}{chapter.6}% 62
\BOOKMARK [2][-]{subsection.6.3.1}{6.3.1 Result}{section.6.3}% 63
\BOOKMARK [2][-]{subsection.6.3.2}{6.3.2 Method}{section.6.3}% 64
\BOOKMARK [1][-]{section.6.4}{6.4 The work in a wider context}{chapter.6}% 65
\BOOKMARK [0][]{chapter.7}{7 CONCLUSIONS}{}% 66
\BOOKMARK [1][-]{section.7.1}{7.1 Choose of characteristics}{chapter.7}% 67
\BOOKMARK [1][-]{section.7.2}{7.2 Further work}{chapter.7}% 68
\BOOKMARK [0][]{appendix.A}{A Motion measurements II: Feature plots}{}% 69
\BOOKMARK [0][]{appendix.B}{B MATLAB accelerometer fingerprinting simulation}{}% 70
\BOOKMARK [0][]{appendix.C}{C Example of CSV-file of measureing accelerometer and gyroscope}{}% 71
\BOOKMARK [0][]{appendix*.70}{Bibliography}{}% 72
\BOOKMARK [0][]{appendix*.70}{Index}{}% 73
\BOOKMARK [0][]{Copyright.0}{Copyright}{}% 74