lms.m

来自「stft(含:短时傅立叶变换 Gabor变换等)」· M 代码 · 共 20 行

function [h,y] = lms(x,d,delta,N)
% LMS Algorithm for Coefficient Adjustment
% ----------------------------------------
% [h,y] = lms(x,d,delta,N)
%     h = estimated FIR filter
%     y = output array y(n)
%     x = input array x(n)
%     d = desired array d(n), length must be same as x
% delta = step size
%     N = length of the FIR filter
%
M = length(x); y = zeros(1,M);
h = zeros(1,N);
for n = N:M
    x1 = x(n:-1:n-N+1);
     y = h * x1';
     e = d(n) - y;
     h = h + delta*e*x1;
end