서브클러스터링을 이용한 홀로그래픽 정보저장 시스템의 비트 에러 보정 기법

Bit Error Reduction for Holographic Data Storage System Using Subclustering

  • 투고 : 2009.09.01
  • 심사 : 2010.03.12
  • 발행 : 2010.03.25

초록

Data storage related with writing and retrieving requires high storage capacity, fast transfer rate and less access time. Today any data storage system cannot satisfy these conditions, however 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 can be constructed without mechanical actuating part so fast data transfer rate and high storage capacity about 1Tb/cm3 can be realized. In this research, to correct errors of binary data stored in holographic data storage system, a new method for reduction errors is suggested. First, find cluster centers using subtractive clustering algorithm then reduce intensities of pixels around cluster centers. By using this error reduction method following results are obtained ; the effect of Inter Pixel Interference noise in the holographic data storage system is decreased and the intensity profile of data page becomes uniform therefore the better data storage system can be constructed.

키워드

참고문헌

  1. Hans J. Coufal, Demetri Psaltis and Glen T.Sincerbox, 2000, Holographic Data Storage, Springer, New York, USA.
  2. Won Nah, Joong-Hwan Baek, 2003, "Classification of C.elegans Behavioral Phenotypes Using Clustering" Proceedings of the IEEK Conference, pp.1743-1746.
  3. Min-Soo Kim and Seong-Gon Kong, 1997, "Fuzzy Control System Design by Data Clustering in the Input-Output Subspaces", The Institute of Electronics Engineers of Korea, Vol 34S, No 12, pp.30-40
  4. Su-Hwan Kim, Hyung-Jin Kang and Tae-Won Rhee, 1992, "Image Segmentation Using an Extended Fuzzy Clustering Algorithm", Journal of the Korean Institute of Telematics and Electronics B, Vol 29B, No 3, pp.35-46
  5. Simon Haykin, Neural Network