The log-PDF of the data is

where
is the variance of the additive independent
Gaussian noise. The components of the Fisher Information
Matrix (FIM) for PDF parameters
are given by

Let the FIM be given by

A standard CR bound analysis [56] produces

where
.
The CR bound matrix is given by
.

Baggenstoss
2017-05-19