TY - GEN
T1 - Formal validation of QRS wave within ECG
AU - Al-Hamadi, Hussam
AU - Gawanmeh, Amjad
AU - Al-Qutayri, Mahmoud
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/7/14
Y1 - 2015/7/14
N2 - Electrical sensors are used to detect and record the electrical activity of the heart over a period of time, this operation is referred to as Electrocardiography (ECG) in medical science. Hence ECG is composed of a set of signal waves that repeats themselves and are usually useful in medical diagnosis, where certain ECG patterns and the occupancy of specific waves, such as the QRS wave, may indicate certain heart problems. In this paper, we extend our previous results where we provided a high level model for ECG wave, with a more concrete model for QRS waves at several levels of abstraction in order to validate the specification of the QRS waves and several properties related to its behavior. We use formal method since medical applications still suffer from design and understanding problems when implemented in ICT context despite the use of thorough test through simulation techniques which may lead to ambiguities and incompleteness in the developed methods for using ECG specifications in medical diagnosis. We used the Event-B formal method to successfully formalize the QRS wave in the ECG of the heart system at several levels of abstraction, and then defined and validated several properties that are related to its wavelet shape and behavior.
AB - Electrical sensors are used to detect and record the electrical activity of the heart over a period of time, this operation is referred to as Electrocardiography (ECG) in medical science. Hence ECG is composed of a set of signal waves that repeats themselves and are usually useful in medical diagnosis, where certain ECG patterns and the occupancy of specific waves, such as the QRS wave, may indicate certain heart problems. In this paper, we extend our previous results where we provided a high level model for ECG wave, with a more concrete model for QRS waves at several levels of abstraction in order to validate the specification of the QRS waves and several properties related to its behavior. We use formal method since medical applications still suffer from design and understanding problems when implemented in ICT context despite the use of thorough test through simulation techniques which may lead to ambiguities and incompleteness in the developed methods for using ECG specifications in medical diagnosis. We used the Event-B formal method to successfully formalize the QRS wave in the ECG of the heart system at several levels of abstraction, and then defined and validated several properties that are related to its wavelet shape and behavior.
UR - http://www.scopus.com/inward/record.url?scp=84944062300&partnerID=8YFLogxK
U2 - 10.1109/ICTRC.2015.7156454
DO - 10.1109/ICTRC.2015.7156454
M3 - Conference contribution
AN - SCOPUS:84944062300
T3 - 2015 International Conference on Information and Communication Technology Research, ICTRC 2015
SP - 190
EP - 193
BT - 2015 International Conference on Information and Communication Technology Research, ICTRC 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st International Conference on Information and Communication Technology Research, ICTRC 2015
Y2 - 17 May 2015 through 19 May 2015
ER -