• DocumentCode
    3118791
  • Title

    Formal validation of QRS wave within ECG

  • Author

    Al-Hamadi, Hussam ; Gawanmeh, Amjad ; Al-Qutayri, Mahmoud

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Khalifa Univ., Abu Dhabi, United Arab Emirates
  • fYear
    2015
  • fDate
    17-19 May 2015
  • Firstpage
    190
  • Lastpage
    193
  • Abstract
    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.
  • Keywords
    body sensor networks; electrocardiography; medical disorders; ECG patterns; ECG specifications; ECG wave; Event-B formal method; ICT; QRS waves; abstraction; electrical activity; electrical sensors; electrocardiography; formal validation; heart problems; heart system; high level model; medical diagnosis; signal waves; wavelet behavior; wavelet shape; Electrocardiography; Heart; Medical diagnostic imaging; Medical services; Sensors; Unified modeling language;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technology Research (ICTRC), 2015 International Conference on
  • Conference_Location
    Abu Dhabi
  • Type

    conf

  • DOI
    10.1109/ICTRC.2015.7156454
  • Filename
    7156454