Name
Title | ||
|---|---|---|
Particle Filtering and Sensor Fusion for Robust Heart Rate Monitoring Using Wearable Sensors. |
Abstract | ||
|---|---|---|
This paper describes a novel methodology leveraging particle filters for the application of robust heart rate monitoring in the presence of motion artifacts. Motion is a key source of noise that confounds traditional heart rate estimation algorithms for wearable sensors due to the introduction of spurious artifacts in the signals. In contrast to previous particle filtering approaches, we formulate... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/JBHI.2017.2783758 | IEEE Journal of Biomedical and Health Informatics |
Keywords | Field | DocType |
Heart rate,Particle filters,Electrocardiography,Biomedical signal processing,Motion artifacts,Wearable sensors,Sensor fusion | Computer vision,Signal processing,Wearable computer,Computer science,Accelerometer,Photoplethysmogram,Particle filter,Sensor fusion,Continuous monitoring,Artificial intelligence,Fuse (electrical) | Journal |
Volume | Issue | ISSN |
22 | 6 | 2168-2194 |
Citations | PageRank | References |
1 | 0.36 | 0 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Viswam Nathan | 1 | 50 | 14.09 |
| Roozbeh Jafari | 2 | 987 | 93.51 |