system

system — observation update

Calling sequence

[x1,y]=system(x0,f,g,h,q,r)  

Parameters

x0 : input state vector
f : system matrix
g : input matrix
h : Output matrix
q : input noise covariance matrix
r : output noise covariance matrix
x1 : output state vector
y : output observation

Description

define system function which generates the next observation given the old state. System recursively calculated



     x1=f*x0+g*u
     y=h*x0+v
   
    

where u is distributed N(0,q) and v is distribute N(0,r).

Author

C. B.