MahalanobisDistance:
--------------------------------------------------------------------------
Compute the Mahalanobis Distance.
In statistics, Mahalanobis distance is a distance measure based on
correlations between variables.
This appears in the exponential term of the multivariate Gaussian.
Type MahalanobisDistance for a demo.
--------------------------------------------------------------------------
Form:
d = MahalanobisDistance( x, mu, s )
--------------------------------------------------------------------------
------
Inputs
------
x (:,1) State
mu (:,1) Mean
s (:,:) Covariance matrix
-------
Outputs
-------
d (1,1) Mahalanobis Distance
--------------------------------------------------------------------------
Reference: http://en.wikipedia.org/wiki/Mahalanobis_distance
--------------------------------------------------------------------------