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Pengenalan Teknik Komputer
Arthur Mourits Rumagit
Electrical Engineering Department
Engineering Faculty
Sam Ratulangi University
Teknik Elektro?
Mempelajari tentang gejala kelistrikan akibat
adanya pergerakan partikel elektron dalam
susunan atom.
Semua fenomena yang berhubungan dengan
pegerakan electron disitu orang elektro ada.
Teknik Elektro?
Sub ilmu Teknik Elekto :
Teknik Tenaga Listrik
Teknik Kendali
Teknik Elektronika
Teknik Informatika
Teknik Komputer
Teknik Komputer
Teknik Komputer?
Teknik komputer adalah bidang yang
mempelajari dasar-dasar ilmu komputer,
perangkat keras (hardware), dan perangkat
lunak (software).
Teknik Komputer?
1. Arsitektur Komputer
2. Jaringan Komputer
3. Sistem Operasi
4. Basis Data
5. Keamanan Komputer
6. Biomedis
dll
Pengenalan teknik komputer yang umum:
Teknik Komputer?
1. Arsitektur Komputer
2. Jaringan Komputer
3. Sistem Operasi
4. Basis Data
5. Keamanan Komputer
6. Biomedis
dll
Pengenalan teknik komputer yang umum:
Teknik Komputer
in Biomedical field
Drowsniness detection by Biosignal
Arthur Mourits Rumagit
Electrical Engineering Department
Engineering Faculty
Sam Ratulangi University
What is Biosignal ?
All types of biomedical systems either
generate the signals to influence the human
body.
Inattentive driving Lack of driving skill Drowsy driving
Personal behaviour
http://www.optalert.com
http://www.yd.com http://www.cars.blogspot.com http://www.insuranceagency.com
¾¯ˆó
Background
Alarm
Causes of traffic accident by human factor
Bad driving skill
Be careful while
driving
Going to driving
school
Physiological
condition
Difficult to prevent
EEG
50
0
-500 1 -500 1
50
0
Time[ s ] Time[ s ]
Awake Drowsy
Drowsiness detection
methods by Bio-signal
EEG
Akbar et al, BMEI Conf., 2015
High frequency, low amplitude Low frequency, high amplitude
[?V]
Electroencephalogram
Method
ECG
Drowsiness detection
methods by Bio-signal
ECG
Time[ s ]
0
-1500
3
0
2000
0
-1500
3
Time[ s ]
Awake Drowsy
2000
[?V]
Electrocardiogram
Method
14
ECG
Drowsiness detection
methods by Bio-signal
ECG
Time[ s ]
0
-1500
3
0
2000
0
-1500
3
Time[ s ]
Awake Drowsy
2000
Gomez et al, IEEE Sensors J, 2012
Big
variation
Small
variation
HRV signal
£¨RR Interval£©
[?V]
0
Electrocardiogram
Method
Eye
Awake Drowsy
Drowsiness detection
methods by Bio-signal
EOG
Shin et al, J Sleep Res, 2011
Eyeball movement
Awake Drowsy
Eyeblink
Saccade Slow eye movement
Short duration Long duration
Electrooculogram
(EOG), Eye tracker
Method
Thank you for your attention

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Pengenalan Teknik Komputer.pptx

  • 1. Pengenalan Teknik Komputer Arthur Mourits Rumagit Electrical Engineering Department Engineering Faculty Sam Ratulangi University
  • 2. Teknik Elektro? Mempelajari tentang gejala kelistrikan akibat adanya pergerakan partikel elektron dalam susunan atom. Semua fenomena yang berhubungan dengan pegerakan electron disitu orang elektro ada.
  • 3. Teknik Elektro? Sub ilmu Teknik Elekto : Teknik Tenaga Listrik Teknik Kendali Teknik Elektronika Teknik Informatika Teknik Komputer
  • 5. Teknik Komputer? Teknik komputer adalah bidang yang mempelajari dasar-dasar ilmu komputer, perangkat keras (hardware), dan perangkat lunak (software).
  • 6. Teknik Komputer? 1. Arsitektur Komputer 2. Jaringan Komputer 3. Sistem Operasi 4. Basis Data 5. Keamanan Komputer 6. Biomedis dll Pengenalan teknik komputer yang umum:
  • 7. Teknik Komputer? 1. Arsitektur Komputer 2. Jaringan Komputer 3. Sistem Operasi 4. Basis Data 5. Keamanan Komputer 6. Biomedis dll Pengenalan teknik komputer yang umum:
  • 8. Teknik Komputer in Biomedical field Drowsniness detection by Biosignal Arthur Mourits Rumagit Electrical Engineering Department Engineering Faculty Sam Ratulangi University
  • 9. What is Biosignal ? All types of biomedical systems either generate the signals to influence the human body.
  • 10. Inattentive driving Lack of driving skill Drowsy driving Personal behaviour http://www.optalert.com http://www.yd.com http://www.cars.blogspot.com http://www.insuranceagency.com ¾¯ˆó Background Alarm Causes of traffic accident by human factor Bad driving skill Be careful while driving Going to driving school Physiological condition Difficult to prevent
  • 11. EEG 50 0 -500 1 -500 1 50 0 Time[ s ] Time[ s ] Awake Drowsy Drowsiness detection methods by Bio-signal EEG Akbar et al, BMEI Conf., 2015 High frequency, low amplitude Low frequency, high amplitude [?V] Electroencephalogram Method
  • 12. ECG Drowsiness detection methods by Bio-signal ECG Time[ s ] 0 -1500 3 0 2000 0 -1500 3 Time[ s ] Awake Drowsy 2000 [?V] Electrocardiogram Method
  • 13. 14 ECG Drowsiness detection methods by Bio-signal ECG Time[ s ] 0 -1500 3 0 2000 0 -1500 3 Time[ s ] Awake Drowsy 2000 Gomez et al, IEEE Sensors J, 2012 Big variation Small variation HRV signal £¨RR Interval£© [?V] 0 Electrocardiogram Method
  • 14. Eye Awake Drowsy Drowsiness detection methods by Bio-signal EOG Shin et al, J Sleep Res, 2011 Eyeball movement Awake Drowsy Eyeblink Saccade Slow eye movement Short duration Long duration Electrooculogram (EOG), Eye tracker Method
  • 15. Thank you for your attention

Editor's Notes

  • #5: Sesuai dengan perkembangannya, ilmu elektro terbagi menjadi beberapa sub ilmu yang spesifik mempelajari hal-hal yang lebih khusus, diantaranya :
  • #8: Teknik komputer adalah bidang yang luas dan terus berkembang seiring dengan kemajuan teknologi.
  • #9: Teknik komputer adalah bidang yang luas dan terus berkembang seiring dengan kemajuan teknologi.