MOBILE REAL-TIME AROUSAL DETECTION

被引：0
|
作者：
Alexandratos, Vasileios [1 ]
Bulut, Murtaza [1 ]
Jasinschi, Radu [1 ]
机构：
[1] Delft Univ Technol, Dept Embedded Syst, Delft, Netherlands
来源：
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) | 2014年
关键词：
arousal; skin conductance; heart rate variability; STRESS; VARIABILITY;
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
We introduce a mobile system that is able to detect arousal in real-time based on electrocardiogram and electrodermal activity. The system is using an Android smartphone and wearable sensors, which include a smart watch and a heart rate belt that gather skin conductance and heart rate data, respectively. Algorithms for processing the skin conductance and heart rate data, as well as an automated method for labeling the collected 'arousal' and 'non-arousal' experimental data are developed. Small-scale user tests show 84% 10-fold, 83% between-subject, and 68% new-subject arousal detection accuracy.
引用
收藏
页数：5
相关论文
共 50 条
  • [41] Real-time illumination and shadow invariant lane detection on mobile platform
    Kucukmanisa, Ayhan
    Tarim, Gokhan
    Urhan, Oguzhan
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2019, 16 (05) : 1781 - 1794
  • [42] Real-Time Detection of Moving Objects by a Mobile Robot with an Omnidirectional Camera
    Herceg, Domagoj
    Markovic, Ivan
    Petrovic, Ivan
    PROCEEDINGS OF THE 7TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2011), 2011, : 289 - 294
  • [43] JET-Net: Real-Time Object Detection for Mobile Robots
    Poppinga, Bernd
    Laue, Tim
    ROBOT WORLD CUP XXIII, ROBOCUP 2019, 2019, 11531 : 227 - 240
  • [44] A robust algorithm for real-time endpoint detection in the noisy mobile environments
    Wu, B
    Ren, XL
    Liu, CQ
    Zhang, YX
    CHINESE JOURNAL OF ELECTRONICS, 2003, 12 (04): : 579 - 582
  • [45] Mobile Real-Time EEG Imaging
    Hansen, Lars Kai
    Hansen, Sofie Therese
    Stahlhut, Carsten
    2013 IEEE INTERNATIONAL WINTER WORKSHOP ON BRAIN-COMPUTER INTERFACE (BCI), 2013, : 6 - 7
  • [46] REAL-TIME VIDEO SUMMARIZATION ON MOBILE
    Marvaniya, Smit
    Damoder, Mogilipaka
    Gopalakrishnan, Viswanath
    Iyer, Kiran Nanjunda
    Soni, Kapil
    2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 176 - 180
  • [47] Collaborative Real-Time Mobile Mapping
    Pisarovic, Ivo
    Prochazka, David
    Landa, Jaromir
    Kolomaznik, Jan
    Zidek, Karel
    Franek, Lukas
    ENTERPRISE AND COMPETITIVE ENVIRONMENT, 2017, : 694 - 701
  • [48] Real-time payments for mobile IP
    Tewari, H
    O'Mahony, D
    IEEE COMMUNICATIONS MAGAZINE, 2003, 41 (02) : 126 - 136
  • [49] Real-time support for mobile robotics
    Li, H
    Sweeney, J
    Ramamritham, K
    Grupen, R
    Shenoy, P
    9TH IEEE REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2003, : 10 - 18
  • [50] Scheduling in Real-Time Mobile Systems
    Chen, Cong
    Hong, Zhong
    Jiang, Jian-Min
    ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2022, 21 (03)
12345