impresample.m

来自「基于粒子滤波的故障检测,使用似然函数作为检测函数」· M 代码 · 共 12 行

function [x, w] = impResample(xpar, wpar)%the resample code is derived from article named <Novel approach to nonlinear/non-Gaussian bayesian state estimation> 3.3discussion
cumw = cumsum(wpar);
N = length(xpar);
for i=1:N
r = rand;
j=1;
while cumw(j)<r
j = j+1;
end
x(i) = xpar(j);
end
w = 1/N*ones(N,1);