Digital Processing of Photoplethysmographic
Blood Volume Pulse (BVP) for Exercise Evaluation
Objective:
A finger photoplethysmograph (PPG) is a non-invasive transducer to measure the relative
changes of blood volume in a subject's finger . The wave form obtained from such
transducer represents the Blood Volume Pulse (BVP) of the subject. This signal has
traditionally been used as a safe, non-invasive mechanism to assess the Heart Rate
(HR) of the subject, by focusing on the maxima of the waveform, possible following some
differentiation to emphasize those peaks. However, only recently the representation of
overall cardiovascular system changes by more specific features of this wave form has been
considered. This research attempts to use Digital Signal Processing to quantify the
typical changes in the BVP wave form through an exercise session, so that the resulting
numeerical indices can be used as an objective, personalized gauge of the level of
exercise achieved by an individual at any given time during the session.
Hypothesis:
We propose that the typical morphological changes that a BVP signal suffers
during an exercise session reflect the level of modification in the subject's
caridiovascular system caused by the exercise. Thus, we seek a Digital Signal Processing
technique capable of quantifying those changes to provide a result that can be employed as
an objective, personalized monitoring index for exercise.
Experimental Method:
Experiemntal subjects were asked to perform the following protocol:
BVP observations:
The typical changes observed in the BVP signals are described and
illustrated below:
Blood
Volume Pulse Quantification
Methods
Methods:
The morphological modifications observed in the BVP signal through an
exercise session have been evaluated by using two approaches:
I. Average Beat Histogram Analysis:
BVP beats comprised in 8-second data segments are
automatically aligned according to their onset and a time-aligned average beat is
obtained. Then the histogram of the average beat is evaluated and the relative size of two
regions in the histogram are compared by forming a ratio H[50,75] / H[75,100]. This ratio
is the single numerical index that represents the status of the BVP wave form.
In the subjects studied this ratio decreased from the
REST condition (STAGE A), to the measurement made immediately after exercise (STAGE B),
and showed a tendency to increase towards its initial value after RECOVERY (STAGE
C).
II. BVP Harmonic Composition Changes:
At rest (STAGE A) the presence of the Dicrotic Notch in the BVP wave form
implies a significant contribution of the second harmonic (f2) to its spectrum.
Immediately after exercise (STAGE B) the BVP is more rounded, with a smaller Dicrotic
Notch (if any). So, the first harmonic (f1) dominates the BVP spectrum in STAGE B. This
disappearance of the Dicrotic Notch is captured by a marked increase in the ratio f1/f2
comparing the spectral contributions of the fundamental and the second harmonic in
the BVP wave form. This ratio increased from its REST value (STAGE A) immediately
after exercise in the subjects studied, showing a tendendency to go back to its original
value after recovery (STAGE C).
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