필터 지우기
필터 지우기

Fourier series doesn't approximate with bigger number of points

조회 수: 1 (최근 30일)
reddlno
reddlno 2022년 3월 14일
댓글: Torsten 2022년 3월 15일
Hello.
I am trying to approximate a function using fourier series, but using a larger input of points N I get an aproximation bigger than the original graph. I can't seem to find where the problem is any help is appreciated. First plot is the function, then it's the fourier series versus precise graph and then An and Bn koeficient correlation from N.
code:
clc
clear
%conditions
T=3;
h=0.1;
a=-3;
b=3;
N=36;
x=a:h:b;
n1=0;
%original function
for iks=a:h:b
n1=n1+1;
graf1(1,n1)=iks;
graf1(2,n1)=funk(iks);
end
%plot
plot(graf1(1,:),graf1(2,:));
ylabel('y')
xlabel('x')
%Fourier series and aproximation
A0=0;
for iks2=0:h:T
A0=A0+funk(iks2);
end
A0=A0.*2.*h./T;
AnBn=zeros(3,N);
for nr=1:N
for n2=-T:h:T
AnBn(1,nr)=AnBn(1,nr)+funk(n2)*cos(2*nr*pi*n2/T);
AnBn(2,nr)=AnBn(2,nr)+funk(n2)*sin(2*nr*pi*n2/T);
end
end
AnBn=AnBn.*h./T;
n3=0;
aprox1=zeros(2,(b-a)./h);
for iks3=a:h:b
aprox=0;
for k=1:N
aprox=aprox+(AnBn(1,k).*cos(2*k*pi*iks3/T)+AnBn(2,k).*sin(2*k*pi*iks3/T));
end
aprox=aprox+A0/2;
n3=n3+1;
aprox1(1,n3)=iks3;
aprox1(2,n3)=aprox;
end
%ploting
figure
plot(aprox1(1,:),aprox1(2,:),'b',graf1(1,:),graf1(2,:),'r');
ylabel('y')
xlabel('x')
legend('Aproksimated f','Original f')
for nr1=1:N
AnBn(3,nr1)=nr1;
end
figure
scatter(AnBn(3,:),AnBn(1,:),'r')
ylabel('An')
xlabel('N')
figure
scatter(AnBn(3,:),AnBn(2,:))
ylabel('Bn')
xlabel('N')
funk:
function [y] = funk(x)
T=3;
x1=1.0;
x2=x1+0.5*pi;
if (x<0)
while (x<0)
x=x+T;
end
elseif (x>T)
while (x>T)
x=x-T;
end
end
if (0<=x && x<x1)
y=0;
elseif (x1<=x && x<=x2)
y=sin(2*(x-x1)).^2;
elseif (x2<x && x<=T)
y=0;
end
end

답변 (1개)

Benjamin Thompson
Benjamin Thompson 2022년 3월 14일
The fourier series coefficients should be divided by pi when calculating the reconstruction:
  댓글 수: 2
reddlno
reddlno 2022년 3월 15일
And that should fix it? Just dividing coefficients a0, an, ab by pi?
Torsten
Torsten 2022년 3월 15일
According to your graph, there is a factor 3 between the two curves ...

댓글을 달려면 로그인하십시오.

카테고리

Help CenterFile Exchange에서 Graphics Objects에 대해 자세히 알아보기

제품

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by