Second- and Third-Order Statistical Characterization of Non-Linearity and Non-Gaussianity of Adult and Fetal ECG Signals and Noise

Zgallai, Walid A.

doi:10.5772/52575

Practical Applications in Biomedical Engineering 2013

DOI: 10.5772/52575

|View full text |Cite

Second- and Third-Order Statistical Characterization of Non-Linearity and Non-Gaussianity of Adult and Fetal ECG Signals and Noise

Walid A. Zgallai¹

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2015

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 26 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

The Application of Adaptive LMF Quadratic and Cubic Volterra Filters to ECG Signals

Zgallai¹

2015

IJCTE

View full text Add to dashboard Cite

Abstract-This paper proposes to decompose the maternal transabdominal ECG signal into its linear, quadratic and cubic parts and retain only the linear part for further signal processing. The synthesiser will model the quadratic and cubic parts of the transabdominal ECG signal. This is done by predicting each sample of the maternal transabdominal full cardiac cycles. In order to linearise (retain the linear part and remove the quadratic and cubic parts) ECG signals, non-linear structures should be utilised. This paper proposes to linearise the fetal scalp electrode, the maternal chest, and the maternal transabdominal ECG signals using adaptive least-mean-square (LMS) and least-mean-fourth-based (LMF), quadratic and cubic Volterra structures.

show abstract

The Application of Adaptive LMF Quadratic and Cubic Volterra Filters to ECG Signals

Zgallai¹

2015

IJCTE

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

hi@scite.ai

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Second- and Third-Order Statistical Characterization of Non-Linearity and Non-Gaussianity of Adult and Fetal ECG Signals and Noise

Cited by 1 publication

References 26 publications

The Application of Adaptive LMF Quadratic and Cubic Volterra Filters to ECG Signals

The Application of Adaptive LMF Quadratic and Cubic Volterra Filters to ECG Signals

Contact Info

Product

Resources

About