M. Haseyama et al., A METHOD QUANTIZING FILTER COEFFICIENTS WITH GENETIC ALGORITHM AND SIMULATED ANNEALING, IEICE transactions on fundamentals of electronics, communications and computer science, E79A(8), 1996, pp. 1130-1134
Citations number
7
Categorie Soggetti
Engineering, Eletrical & Electronic","Computer Science Hardware & Architecture","Computer Science Information Systems
In this paper, a quantization method which can keep the phase and gain
characteristics of a reference filter is proposed. The proposed metho
d uses a genetic algorithm and a simulated annealing algorithm. The ob
jective function used in this method is described with two kinds of we
ighting functions for identifying the phase and gain characteristics r
espectively. Therefore, the quantization accuracy on the gain characte
ristic is independent of the accuracy on the phase characteristic. Fur
ther, the proposed algorithm can be applied to any types of filters, b
ecause the chromosome expresses only their coefficients values. The ef
ficiency of the proposed algorithm is verified by some experiments.