Solution: Manual Mathematical Methods And Algorithms For Signal Processing

where M is the filter length.

The update equation becomes:

: The gradient descent algorithm updates the solution using: where M is the filter length

5.1 : Find the maximum likelihood estimator of the mean of a Gaussian distribution. where M is the filter length