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Use of Mean Power Frequency with Biomechanical Signals

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  • Use of Mean Power Frequency with Biomechanical Signals

    > Dear All
    > I am a postgrad student looking at quantifying postural stability during
    > quiet standing. Using a force plate to analyse mechanical displacement as
    > a function of time provides an electrical signal (normally a voltage, V)
    > which is a direct analogue of the displacement of the subject. After
    > amplification, this voltage is sampled at regular time intervals to
    > provide the primary time-domain signal of V as a function of t.
    >
    > In the frequency domain, Centre of Pressure (COP) summary measures have
    > previously been reported using Mean Power Frequency (MPF) measurements
    > (Carpenter, Frank et al. 2001,Gait & Posture 13:1: 35-40) (Hasan, Robin et
    > al. 1996, Gait and Posture 4:11-20). I am familiar with two calculations
    > for Mean Power Frequency, MPF (electrical) and MPF (mechanical). I would
    > be keen to hear of peoples opinion as to which calculation is most
    > appropriate method to use when evaluating static balance test calculating
    > COP excursions in the frequency domain.
    >
    > In case you are not immediately familiar with MPF, below are two different
    > calculations (apologies for the length!).
    >
    > Many thanks in advance.
    > Liz Bryant
    > School of Health Professions, University of Brighton, UK
    > tel: (44) 1273 643945
    > fax: (44) 1273 643944
    > email: E.Bryant@bton.ac.uk
    >
    >
    >
    > MPF is a weighted average frequency in which each frequency component, f,
    > is weighted by its power, P. (eg. P1 is the power of f1). Thus
    >
    > Equation 1
    > MPF = (f1*P1+f2*P2+ ... + fn*Pn) / (P1 + P2 + ... + Pn)
    >
    > ie. the MPF is obtained by summing the (frequency times power) of the
    > components and dividing by the sum of the powers. This is a straight
    > forward parameter but a potential confusion arises from the definition of
    > the power used in the Equation 1.
    >
    > In normal use, P is taken to be proportional to (V*V)max. This definition
    > is based on the electrical origin of this type of analysis, since power in
    > an (alternating) electrical signal is proportional to (V*V)max (and the
    > resistence which is the same for each component and so may be ignored).
    >
    > So the power P1 at frequency f1 is proportional to (V*V)max,1 or more
    > generally the power Pi is proportional to (V*V)max,i. Hence this
    > "electrical" MPF is evaluated from:
    >
    > Equation 2
    > MPF (electrical) = (f1*[V*V]max,1 + f2*[V*V]max,2 + ... + fn*[V*V]max,n) /
    > ([V*V]max,1 + [V*V]max,2 + ... + [V*V]max,n)
    >
    > However, as stressed above, the voltage signal, V (t) is an electrical
    > analogue of the original mechanical motion, x (t). The DFT spectrum of
    > the mechanical time-domain signal would comprise a graph of the vibration
    > amplitude, A, against frequency f for each of the mechanical oscillation
    > components. Eg. A1 is amplitude at frequency f1 or more generally Ai is
    > amplitude at frequency fi.
    >
    > Equation 3
    > x = A sin (2*pi*f*t)
    >
    > The power required to maintain the oscillation given by Equation 3 is
    > proportional to (Ai*fi)^2 and the electrical analogue of this is
    > (fi*Vmax,i)^2. Therefore if the MPF of the mechanical motion is required,
    > it should be evaluated from:
    >
    > Equation 4
    > MPF (mechanical) = (f1*[f1*Vmax,1]^2 + f2*[f2*Vmax,2]^2 + ... +
    > fn*[fn*Vmax,n]^2) / ([f1*Vmax,1]^2 + [f2*Vmax,2]^2 + ... + [fn*Vmax,n]^2)
    >
    > Equation 4 will, in general, give a different value for MPF from Equation
    > 2.
    >
    >
    >
    >
    >

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