Log-PF: Particle Filtering in Logarithm Domain

Algorithm 5

SIR-PF in log-domain (SIR Log-PF).

(1) for    do

(2) Draw: ;

(3) Calculate: ;

(4) Calculate: ;

(5) for    do

(6) Normalize: ;

(7) Resample with Algorithm 4: Obtaining

;