Design and Comparison of Error Reduction Methods Using Clustering in Holographic Data Storage System

홀로그래픽 정보 저장 장치에서 클러스터링을 이용한 에러 감소 기법 제안 및 비교

  • 김상훈 (연세대학교 정보저장기기연구센터) ;
  • 김장현 (연세대학교 기계공학부) ;
  • 양현석 (연세대학교 기계공학부) ;
  • 박영필 (연세대학교 기계공학부)
  • Published : 2005.10.01

Abstract

Data storage related with writing and retrieving requires high storage capacity, fast transfer rate and less access time in. Today any data storage system can not satisfy these conditions, but holographic data storage system can perform faster data transfer rate because it is a page oriented memory system using volume hologram in writing and retrieving data. System architecture without mechanical actuating pare is possible, so fast data transfer rate and high storage capacity about 1Tb/cm3 can be realized. In this paper, to correct errors of binary data stored in holographic digital data storage system, find cluster centers using clustering algorithm and reduce intensities of pixels around centers. We archive the procedure by two algorithms of C-mean and subtractive clustering, and compare the results of the two algorithms. By using proper clustering algorithm, the intensity profile of data page will be uniform and the better data storage system can be realized.