Entropy-constrained functional quantization of Gaussian processes

被引:2
|
作者
Graf, S [1 ]
Luschgy, H
机构
[1] Univ Passau, Fak Math & Informat, D-94030 Passau, Germany
[2] Univ Trier, FB Math 4, D-54286 Trier, Germany
关键词
functional quantization; Gaussian process; entropy; distortion rate function;
D O I
10.1090/S0002-9939-05-07888-3
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The sharp asymptotics for the entropy-constrained L-2-quantization errors of Gaussian measures on a Hilbert space and in particular, for Gaussian processes is derived. The condition imposed is regular variation of the eigenvalues of the covariance operator.
引用
收藏
页码:3403 / 3409
页数:7
相关论文
共 50 条
  • [1] On Entropy-Constrained Vector Quantization using Gaussian Mixture Models
    Zhao, David Y.
    Samuelsson, Jonas
    Nilsson, Mattias
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2008, 56 (12) : 2094 - 2104
  • [2] ENTROPY-CONSTRAINED VECTOR QUANTIZATION
    CHOU, PA
    LOOKABAUGH, T
    GRAY, RM
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (01): : 31 - 42
  • [3] On optimal entropy-constrained deadzone quantization
    Tao, B
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2001, 11 (04) : 560 - 563
  • [4] Joint entropy-constrained multiterminal quantization
    Cardinal, J
    Van Assche, G
    ISIT: 2002 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2002, : 63 - 63
  • [5] Entropy-constrained motion vector quantization
    Hwang, Wen-Jyi
    Huang, Yu-Chun
    Wang, Chun-Wei
    Journal of the Chinese Institute of Electrical Engineering, Transactions of the Chinese Institute of Engineers, Series E/Chung KuoTien Chi Kung Chieng Hsueh K'an, 2002, 9 (01): : 85 - 90
  • [6] On Zador's entropy-constrained quantization theorem
    Gray, RM
    Li, J
    DCC 2001: DATA COMPRESSION CONFERENCE, PROCEEDINGS, 2001, : 3 - 12
  • [7] Embedded Entropy-Constrained Trellis Coded Quantization
    Brunk, H
    Farvardin, N
    1998 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, 1998, : 274 - 274
  • [8] NEW RESULTS ON OPTIMAL ENTROPY-CONSTRAINED QUANTIZATION
    KIEFFER, JC
    JAHNS, TM
    OBULJEN, VA
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1988, 34 (05) : 1250 - 1258
  • [9] ON ENTROPY-CONSTRAINED TRELLIS-CODED QUANTIZATION
    MARCELLIN, MW
    IEEE TRANSACTIONS ON COMMUNICATIONS, 1994, 42 (01) : 14 - 16
  • [10] Entropy-constrained successively refinable scalar quantization
    Jafarkhani, H
    Brunk, H
    Farvardin, N
    DCC '97 : DATA COMPRESSION CONFERENCE, PROCEEDINGS, 1997, : 337 - 346