neicha.m

实现采集数据的曲线拟合

clear all;
clc;
data=[
      0   498
      0.1 490
      0.2 486
      0.3 480
      0.4 473
      0.5 456
      0.6 452
      0.7 445
      0.8 433
      0.9 417
% 0.0 49.50
% 0.1 55.24
% 0.2 58.46
% 0.3 68.89
% 0.4 84.76
% 0.5 105.7
% 0.6 108.4
% 0.7 125.4
% 0.8 140.8
% 0.9 175.4
  ];
x=data(:,1);
y=data(:,2);
xi=0:0.01:0.9;
y1=interp1(x,y,xi,'nearest');
y2=interp1(x,y,xi,'linear');
y3=interp1(x,y,xi,'spline');
y4=interp1(x,y,xi,'cubic');
figure
% subplot(2,2,1)(x,y,'o');
subplot(2,2,1),plot(xi,y1,'r');axis([0 0.9 410 500]);grid on;title('临近点内插法');
subplot(2,2,2),plot(xi,y2,'g');axis([0 0.9 410 500]);grid on;title('线性内插法');
subplot(2,2,3),plot(xi,y3,'b');axis([0 0.9 410 500]);grid on;title('三次样条内插法');
subplot(2,2,4),plot(xi,y4,'m');axis([0 0.9 410 500]);grid on;title('三次多项式内插法');