The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection
Abstract
Several adaptive filter structures are proposed for noise cancellation and arrhythmia detection. The adaptive filter essentially minimizes the mean-squared error between a primary input, which is the noisy ECG, and a reference input, which is either noise that is correlated in some way with the noise in the primary input or a signal that is correlated only with ECG in the primary input. Different filter structures are presented to eliminate the diverse forms of noise: baseline wander, 60 Hz power line interference, muscle noise, and motion artifact. An adaptive recurrent filter structure is proposed for acquiring the impulse response of the normal QRS complex. The primary input of the filter is the ECG signal to be analyzed, while the reference input is an impulse train coincident with the QRS complexes. This method is applied to several arrhythmia detection problems: detection of P-waves, premature ventricular complexes, and recognition of conduction block, atrial fibrillation, and paced rhythm.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
A Real-Time QRS Detection Algorithm
Pan, J., & Tompkins, W. J. (1985) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.1985.325532 · Cited by 7,855
Adaptive noise cancelling: Principles and applications
Widrow, B., Glover, J. R., McCool, J. M., Kaunitz, J., Williams, C. S., Hearn, R. H., Zeidler, J. R., Eugene Dong, Jr., & Goodlin, R. C. (1975) · Proceedings of the IEEE · doi:10.1109/proc.1975.10036 · Cited by 3,939
Cited by
Toward ubiquitous blood pressure monitoring via pulse transit time: Theory and practice
Mukkamala, R., Hahn, J.-O., Inan, O. T., Mestha, L. K., Kim, C.-S., Toreyin, H., & Kyal, S. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2441951 · Cited by 935
“We also make reference to a few ECG artifact handling methods [157]–[159].”
Method“Cut‐and‐Paste” Manufacture of Multiparametric Epidermal Sensor Systems
Yang, S., Chen, Y., Nicolini, L., Pasupathy, P., Sacks, J., Su, B., Yang, R., Sanchez, D., Chang, Y., Wang, P., et al. (2015) · Advanced Materials · doi:10.1002/adma.201502386 · Cited by 304
Adaptive reduction of motion artifact in the electrocardiogram
Tong, D. A., Bartels, K. A., & Honeyager, K. S. (2002) · Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology · doi:10.1109/iembs.2002.1106451 · Cited by 122
Lanata, A., Guidi, A., Baragli, P., Valenza, G., & Scilingo, E. P. (2015) · PLOS ONE · doi:10.1371/journal.pone.0140783 · Cited by 42
Metadata
- Authors
- Thakor, N. V., & Zhu, Y.-S.
- Venue
- IEEE Transactions on Biomedical Engineering
- Published
- 1991
- Volume
- 38
- Issue
- 8
- Pages
- 785-794
- ISSN
- 0018-9294 (ISSN-L)
- OpenAlex
- W2125927307
- Cited by
- 885
- References
- 2
- FWCI
- 4.42
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection. https://app.cochat.ai/papers/10.1109/10.83591
- The paper
- Thakor, N. V., & Zhu, Y.-S. (1991). Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection. IEEE Transactions on Biomedical Engineering. https://doi.org/10.1109/10.83591
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
