Created
April 9, 2016 07:10
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%Bandpass FIR filter using Kaiser Window | |
%Question Parameters and Specs | |
m = 49; | |
q= floor((m-1)/10); | |
r = m - 10*q; | |
B_L = 4 + (0.7*q) + 2*r; | |
B_H = B_L + 10; | |
f = 100; | |
d = 0.15; %Tolerance | |
T = 2; %Transition Bandwidth | |
%Discrete Time Normalised Frequencies | |
p_l = 2*pi*B_L/f; | |
p_h = 2*pi*B_H/f; | |
s_l = 2*pi*(B_L - T)/f; | |
s_h = 2*pi*(B_H + T)/f; | |
%Calculating Kaiser Window parameters | |
dw = p_l - s_l; | |
A = -20*log10(d); | |
N = ceil((1/2)*(A-7.95)/(2.285*dw)) + 10; | |
if A >50 | |
al = 0.1102*(A-8.7); | |
elseif A>=21 && A <= 50; | |
al = 0.5842*(A-21)^0.4 + 0.07886*(A-21); | |
else | |
al =0; | |
end | |
bet = al/N; | |
%impulse response array of ideal filter(2N +1 terms) | |
h_i = zeros(2*N + 1); | |
for i = 1: 1 + 2*N | |
if i ~= N +1 | |
h_i(i,i) = (sin(p_h*(i-1-N)) - sin(p_l*(i-N-1)))/(pi*(i-N-1)); | |
else | |
h_i(i,i) = (p_h - p_l)/(pi); | |
end | |
end | |
%Kaiser Window of length 2N +1 | |
w = kaiser(1 + 2*N, bet); | |
h = h_i*w; | |
z = tf('z'); | |
Z_TF = 0; | |
for i = 1:1+ 2*N | |
Z_TF = Z_TF + h(i)*(z^(1 + N -i)); | |
end | |
display(Z_TF); | |
[Z_TF_num, Z_TF_den] = tfdata(Z_TF, 'v'); | |
[h,w] = freqz(Z_TF_num, Z_TF_den,100000); | |
plot(w*f/(2*pi), abs(h));% Unnormalized |
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