Extented kalman filter implementation

5 vues (au cours des 30 derniers jours)
Valeria Leto
Valeria Leto le 7 Mar 2020
Hi! I would like to implement the EKF of this system in matlab
the state variable are north and east coordinates, module of velocity, angle with north axis. I tried to write f and F functions. Is this implementation correct? I'm not sure about xnew(3) and xnew(4). I attached the whole code behind. Then..how can I assess the filter performance from a graph? Thanks!
function xnew = f(dT, xold)
xnew = [ xold(1) + dT*xold(3)*cos(xold(4));
xold(2) + dT*xold(3)*sin(xold(4));
xold(3);
atan2(xold(2) + dT*xold(3)*sin(xold(4)), xold(1) + dT*xold(3)*cos(xold(4)));];
end
function jacobian = F(dT, xold)
jacobian = [ 1 0 dT*cos(xold(4)) -dT*xold(3)*sin(xold(4));
0 1 dT*sin(xold(4)) dT*xold(3)*cos(xold(4));
0 0 1 0;
0 0 0 1 ];
end

Réponses (0)

Catégories

En savoir plus sur MATLAB dans Help Center et File Exchange

Community Treasure Hunt

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

Start Hunting!

Translated by