Text

Artificiell intelligens och intelligenta system

Certifierbara bevis och justifieringsteknik

Cyber-fysisk systemanalys

Digitalisering av framtidens energi

Formell modellering och analys av inbyggda system

Förnybar energi

Heterogena system

Industriella AI-system

Industriell programvaruteknik

Komplexa inbyggda system i realtid

Lärande och optimering

Modellbaserad konstruktion av inbäddade system

Programmeringsspråk

Programvarutestlaboratorium

Resurseffektivisering

Statsvetenskap

Säkerhetskritisk teknik

Teknisk matematik

HR R-peak detection quality index analysis

This project aims for a comparison study about heart rate (HR) R-peak detection and their quality index analysis for the two systems i.e., PPG sensor system and the camera system developed at Mälardalen University, Sweden.

Avslutat

Start

2017-05-01

Avslut

2017-12-31

Huvudfinansiering

TOYOTA MOTOR EUROPE NV/SA ,

Forskningsområde

Artificiell intelligens och intelligenta system

Forskningsinriktning

Inbyggda system

Projektansvarig vid MDU

No partial template found

Description of the project

This project aims for a comparison study about heart rate (HR) R-peak detection and their quality index analysis for the two systems i.e., PPG sensor system and the camera system developed at Mälardalen University, Sweden. Also, the number of R-peaks in BMP i.e., HR is also extracted using both the systems will be compared.

A measurement protocol is considered with 15 different test (i.e., challenging) conditions. The conditions are: normal sittings, head movements i.e., up/down/left/right/forward/backword, with light on/off and with moving flash on/off. The time difference in MS (milliseconds) between R-peaks detected by both the systems are calculated and based on it a cumulative percentage of the R-peaks are calculated.