A viable snore detection system: hardware and software implementations

Ahmet Turgut TUNCER; Mehmet BİLGEN

doi:https://doi.org/10.3906/elk-1906-90

Makale detayları

A viable snore detection system: hardware and software implementations

Yazarlar:

Ahmet Turgut TUNCER | Mehmet BİLGEN

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2020 Vol.28 Issue 2, pp.1059-1069

Belge Tipi:

Makale

Yayın Tarihi:

2/2020

Belge Dili:

İngilizce

Document ID (Org No.):

2000733280

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

DOI:

https://doi.org/10.3906/elk-1906-90

Özet:

 

A stand-alone, custom-made biomedical system was introduced for long-term monitoring of sleep and  detection of snoring events. Commercially available electronic components were assembled for recording audio, pulse, and  respiration signals. Its software was implemented for off-line processing of the acquired signals in C++ and MATLAB  environments. The linear and nonlinear features of the signals were extracted and characterized using spectral energy  distribution, entropy, and largest Lyapunov exponent  LLE . The performance of the system was evaluated with real  physiological data gathered from 14 chronic snorers. Analysis of the cases indicated that the system identified the snoring  events with an accuracy of 88.22%, sensitivity of 94.91%, and positive predictive value of 90.95%. This high level of  validation confirmed the reliability and utility of the system in detecting snoring.

Makale detayları

A viable snore detection system: hardware and software implementations

Yazarlar: Ahmet Turgut TUNCER | Mehmet BİLGEN

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2020 Vol.28 Issue 2, pp.1059-1069

Belge Tipi: Makale

Yayın Tarihi: 2/2020

Belge Dili: İngilizce

Document ID (Org No.): 2000733280

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

DOI: https://doi.org/10.3906/elk-1906-90

Sayı

Yazarlar:

Ahmet Turgut TUNCER | Mehmet BİLGEN

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2020 Vol.28 Issue 2, pp.1059-1069

Belge Tipi:

Makale

Yayın Tarihi:

2/2020

Belge Dili:

İngilizce

Document ID (Org No.):

2000733280

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

DOI:

https://doi.org/10.3906/elk-1906-90