Improving performance of the codebook by a variable weight

가중치 가변에 의한 코드북 성능 개선

  • Kim HyungCheol (Dept. of Electrical & Electronic Eng., Dongshin Univ.) ;
  • Cho CheHwang (Dept. of Electrical & Electronic Eng., Dongshin Univ.)
  • 김형철 (동신대학교 전기전자공학과) ;
  • 조제황 (동신대학교 전기전자공학과)
  • Published : 2000.07.07

Abstract

We provide an useful method to design codebooks with better performance than conventional methods. In the proposed method, new codevectors obtained by learning iterations are not the centroid vectors which is the representatives of partitions, but the vectors manipulated by the distance between new codevectors and old codevectors in the early stages of learning iteration. Experimental results show that the codevectors in the obtained by the proposed method converge to a better locally optimal codebook.

Keywords