Use of mobile phones as intelligent sensors for sound input analysis and sleep state detection

Sensors

Volumn 11, Issue 6, 2011, Pages 6037-6055

  Krejcar, Ondrej ^a,b   Jirka, Jakub ^b   Janckulik, Dalibor ^b  

^a UNIVERSITY OF HRADEC KRALOVE   (Czech Republic)

^b VSB TECHNICAL UNIVERSITY OF OSTRAVA   (Czech Republic)

Author keywords

FFT analysis; Hypnogram; Sleep stages detection; Windows mobile

Indexed keywords

ADULT; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; CIRCADIAN RHYTHM; COMPUTER; COMPUTER PROGRAM; EQUIPMENT DESIGN; FEMALE; GENETIC PROCEDURES; HUMAN; INSTRUMENTATION; MALE; MIDDLE AGED; MOBILE PHONE; SLEEP; SLEEP STAGE; STATISTICAL MODEL; WAKEFULNESS;

ADULT; ALGORITHMS; BIOSENSING TECHNIQUES; CELLULAR PHONE; CIRCADIAN RHYTHM; COMPUTERS; EQUIPMENT DESIGN; FEMALE; HUMANS; MALE; MIDDLE AGED; MODELS, STATISTICAL; NEURAL NETWORKS (COMPUTER); SLEEP; SLEEP STAGES; SOFTWARE; WAKEFULNESS;

EID: 79959841324     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s110606037     Document Type: Article

References (24)

1. Carskadon, M.A.; Acebo, C.; Richardson, G.S.; Tate, B.A.; Seifer, R. An approach to studying circadian rhythms of adolescent humans. J. Biol. Rhythm. 1997, 12, 278-289.
2. Michael, J.; Thorpy, M.D.; Korman, E.; Spielman, A.J.; Glovinsky, P.B. Delayed sleep phase syndrome in adolescents. J. Adolescent Health. 1988, 9, 22-27.
3. Fuller, P.M.; Gooley, J.J.; Saper, C.B. Neurobiology of the sleep-wake cycle: Sleep architecture, circadian regulation, and regulatory feedback. J. Biol Rhythm 2006, 21, 482-493.
4. Zoubek, L.; Charbonnier, S.; Lesecq, S.; Buguet, A.; Chapotot, F. Feature selection for sleep/wake stages classification using data driven methods. J. Biomed. Signal Process. 2007, 2, 171-179.
5. Rechtschaffen, A. Current perspectives on the function of sleep. J. Perspect. Biol. Med. 1998, 41, 359-390.
6. Happy Wake Up Smart Alarm Clock Application for Nokia Mobile Phones. 2010. Available online: http://www.happywakeup.com/en/ (accessed on 31 May 2011).
7. Sleep Cycle Mzobile Application. 2010. Available online: http://www.mdlabs.se/sleepcycle/ (accessed on 31 May 2011).
8. Scholle, S.; Schäfer, T. Atlas of states of sleep and wakefulness in infants and children. Somnologie 1999, 3, 163-241.
9. Stoohs, R.; Guilleminault, C. Snoring during NREM sleep: Respiratory timing, esophageal pressure and EEG arousal. Respir. Physiol. 1991, 85, 151-157.
10. OpenSource.NET Projects 2002-2010. Math. NET Documentation. Available online: http://mathnet.opensourcedotnet.info/doc/ (accessed on 31 May 2011).
11. Microsoft Developer Network MSDN. Microsoft 1985-2010. Available online: http://msdn.microsoft.com/ (accessed on 31 May 2011).
12. Comon, P.; Pham, D.T. Estimating the order of a FIR filter for noise cancellation. IEEE Trans. Inform. Theory 1990, 36, 429-434.
13. Widrow, B.; Stearns, S.D. Adaptive Signal Processing; Prentice-Hall Inc.: Englewood Cliffs, NJ, USA, 1985.
14. Recording and Playing Sound with the Waveform Audio Interface. Seth Demsey-Microsoft January 2004. Available online: http://msdn.microsoft.com/en-us/library/aa446573.aspx (accessed on 31 May 2011).
15. Penhaker, M.; Cerny, M.; Martinak, L.; Spisak, J.; Valkova, A. Home Care-Smart embedded biotelemetry system. IFMBE Proc. 2006, 14, 711-714.
16. Krejcar, O.; Jirka, J.; Janckulik, D. Proactive User Adaptive System for Windows Mobile Devices-Processing of Sound Input Signal for Sleep State Detection. In Proceedings of 2nd International Conference on Mechanical and Electronics Engineering (ICMEE), Kyoto, Japan, 1-3 August 2010; Volume 1, pp. 374-378.
17. Krejcar, O. Problem solving of low data throughput on mobile devices by artefacts prebuffering. EURASIP J. Wirel. Comm. 2009, ID802523.
18. Krejcar, O.; Janckulik, D.; Motalova, L.; Kufel, J. Mobile monitoring stations and web visualization of biotelemetric system-Guardian II. LNICST 2009, 16, 284-291.
19. Krejcar, O.; Janckulik, D.; Motalova, L. Complex biomedical system with mobile clients. IFMBE Proc. 2009, 25/5, 141-144.
20. Krejcar, O.; Janckulik, D.; Motalova, L.; Frischer, R. Architecture of mobile and desktop stations for noninvasive continuous blood pressure measurement. IFMBE Proc. 2009, 25/5, 137-140.
21. Cerny, M.; Penhaker, M. Biotelemetry. IFMBE Proc. 2008, 20, 405-408.
22. Gentle Alarm iPhone Application Developed by Craft Mobile Company. 2010. Available online: http://gentle-alarm.com/ (accessed on 31 May 2011).
23. Chilamkurti, N.; Zeadally, S.; Jamalipour, S.; Das, S.K. Enabling wireless technologies for green pervasive computing. EURASIP J. Wirel. Com. 2009, ID230912.
24. Chilamkurti, N.; Zeadally, S.; Mentiplay, F. Green networking for major components of information communication technology systems. EURASIP J. Wirel. Com. 2009, ID656785.