Abstract:
:An 'instantaneous' optimal filter is presented for improving the signal-to-noise ratio in averaged electrocardiograms (ECGs). The filter design is based on a simple model that accounts for correlation across the ensemble of beats but ignores correlation in time. Another property of the model is that the noise level is allowed to change from beat to beat. Simulation results indicate that an improved performance is achieved by the new filter when compared to a filter with a similar structure but designed for processing beats with a constant noise level. Several ECG examples are included to demonstrate the performance of the filter for detecting late potentials.
journal_name
Med Eng Physjournal_title
Medical engineering & physicsauthors
Atarius R,Sörnmo Ldoi
10.1016/s1350-4533(96)00069-0subject
Has Abstractpub_date
1997-04-01 00:00:00pages
291-8issue
3eissn
1350-4533issn
1873-4030pii
S1350-4533(96)00069-0journal_volume
19pub_type
杂志文章abstract::In the fields of medicine and biomechanics, MEMS accelerometers are increasingly used to perform activity recognition by directly measuring acceleration; to calculate speed and position by numerical integration of the signal; or to estimate the orientation of body parts in combination with gyroscopes. For some of thes...
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