create a lattice filter in matlab

To create a lattice filter in MATLAB, you can use the lattice function. Here's an example to create a 5th-order filter with a cutoff frequency of 0.4 radians:

main.m
order = 5;          % filter order
fc = 0.4;           % cutoff frequency
[b,a] = butter(order, fc);  % design the filter coefficients
[L,G] = lattice(b,a);   % implement the filter as a lattice

% the lattice filter is implemented as a series of lattice scaling coefficients (G) 
% and reflection coefficients (L)
% To filter a signal x, use the following code:

y = filter(G, L, x);

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The lattice function takes the filter coefficients in b and a as input and returns the lattice scaling coefficients (G) and reflection coefficients (L). These coefficients are used to implement the filter in a lattice structure. To filter a signal x, you can pass the scaling and reflection coefficients along with the input signal to the filter function.

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