Probabilistic estimation of respiratory rate using gaussian processes

The presence of respiratory information within the electrocardiogram (ECG) signal is a well-documented phenomenon. We present a Gaussian process framework for the estimation of respiratory rate from the different sources of modulation in a single-lead ECG. We propose a periodic covariance function t...

Full description

Bibliographic Details
Main Authors: Pimentel, M, Clifton, D, Clifton, L, Tarassenko, L, IEEE
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2013