This function provides an empirical estimate of the Allan variance given multiple processes. The detailed definition can be found in Equation (3) in Richard J. Vaccaro and Ahmed S. Zaki, "Reduced-Drift Virtual Gyro from an Array of Low-Cost Gyros".
av(Xt)
A matrix
of dimension T by p, where T is the length of the time series and p is the number of processes.
A list
with the following structure:
J: An integer
indicating the maximum level.
scales: A vector
of the employed levels (\(N\) in [1]).
variance: A matrix
of the estimated Allan variance.