diploma/master’sthesis · signal processing and speech communication laboratory...

1
Signal Processing and Speech Communication Laboratory Diploma/Master’s Thesis Oxygen Measurements for Apnea Divers Short Description Apnea divers are diving up to 100 meters deep which leads to a notable reduction in oxygen sat- uration. If the oxygen saturation drops below a certain threshold divers may become unconscious. Recently, a measurement device was developed that measures the oxygen saturation by relying on pulse-oximetry, i.e., optical reflective measurements. This opens the door for an early detection of a potential hazardous reductions in the oxygen saturation, enabling the diver to take some counter- measures. Unfortunately, however, there are many artifacts introduced by the specifics of apnea diving that corrupt the signal. The aim of the thesis is to analyze the signals and enhance them in order to enable reliable measurements. A framework for logging and providing measurement data is available. Your Tasks Signal-analysis: Inspect and analyze the influence of apnea diving on the measurements Find and compare suitable algorithms that reduce this influence Implement an algorithm that detects a drop off in oxygen saturation Your Profile Motivation and interest in the topic Background in signal processing Experience in Python or Matlab Additional Information This thesis is a cooperation with the University of Split and the University of Östersund. The outcome of this thesis will be used to improve the reliability of detecting changes in the oxygen saturation. Contact Christian Knoll ([email protected] or 0316/873-4480) Franz Pernkopf ([email protected] or 0316/873-4436) Signal Processing and Speech Communication Laboratory (SPSC), Graz University of Technology, Inffeldgasse 16c, 8010 Graz, Austria, http: // www. spsc. tugraz. at created June 21, 2019

Upload: others

Post on 15-Jun-2020

4 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Diploma/Master’sThesis · Signal Processing and Speech Communication Laboratory Diploma/Master’sThesis Oxygen Measurements for Apnea Divers ShortDescription Apnea divers are diving

Signal Processing andSpeech CommunicationLaboratory

Diploma/Master’s Thesis

Oxygen Measurements for Apnea Divers

Short DescriptionApnea divers are diving up to 100 meters deep which leads to a notable reduction in oxygen sat-uration. If the oxygen saturation drops below a certain threshold divers may become unconscious.Recently, a measurement device was developed that measures the oxygen saturation by relying onpulse-oximetry, i.e., optical reflective measurements. This opens the door for an early detection ofa potential hazardous reductions in the oxygen saturation, enabling the diver to take some counter-measures.Unfortunately, however, there are many artifacts introduced by the specifics of apnea diving thatcorrupt the signal. The aim of the thesis is to analyze the signals and enhance them in order toenable reliable measurements. A framework for logging and providing measurement data is available.

Your Tasks• Signal-analysis: Inspect and analyze the influence of apnea diving on the measurements• Find and compare suitable algorithms that reduce this influence• Implement an algorithm that detects a drop off in oxygen saturation

Your Profile• Motivation and interest in the topic• Background in signal processing• Experience in Python or Matlab

Additional InformationThis thesis is a cooperation with the University of Split and the University of Östersund. Theoutcome of this thesis will be used to improve the reliability of detecting changes in the oxygensaturation.

ContactChristian Knoll ([email protected] or 0316/873-4480)Franz Pernkopf ([email protected] or 0316/873-4436)

Signal Processing and Speech Communication Laboratory (SPSC), Graz University of Technology, Inffeldgasse 16c, 8010 Graz, Austria, http://www.spsc.tugraz.at

created June 21, 2019