Sleep and Sensory Analysis Group - Sensing everything between heaven and earth
Sleep and Sensory Signal Analysis Group


Examples of our studies

Sleep analysis
Epilepsy analysis
Measurement chair
Sensing the human
Tablet interface
Other user interface studies
Engine signal processing
Health informatics standardisation
Secret company projects
Ancient web history


Doctoral theses
Publications

Sleep signal analysis

Assessing the quality of sleep with digital signal processing

Hypnogram
Hypnogram of normal sleep indicating the sleep stages.

An adult should be sleeping 7-8 hours in a day to maintain the full physical and intellectual capacity. Due to various sleep disorders this is not always possible.

After a complaint about sleep problems to one's general practitioner (GP) the GP sometimes sends the patient to a sleep clinic. Depending on the case the sleep clinic may decide to perform either a full polysomnography or a lighter version of sleep registration to the patient, either in the clinic or in the patient's home. These sleep recordings produce many hours of signals which are time consuming to analyze visually. It is here that the sleep signal analysis comes to play trying to automate the analysis to assist the medical personnel.

SSSAG has participated in several national and international sleep signal analysis projects. The main focus has been in the analysis of the brain activity (EEG) and the eye movement activity (using electro-oculography, EOG) of the subjects not ignoring the other polysomnographic signals. The studies have resulted in improved methods of establishing the sleep profile, the detection of eye movements, various EEG phenomena, arousals etc.

Links
Polysomnography, Wikipedia
Michael Thorpy's sleep portal
Websciences International sleep portal
European Sleep Research Society

E-mail to Alpo.Varri (at) tut.fi
Designed by Alpo Värri 28.1.2013
Department of Signal Processing Tampere University of Technology
P.O. Box 553, FI-33101 Tampere, Finland, Tel. +358-40-8490780
Sleeping well is important, but there are better places than gras to sleep on