Statistical mechanics of CDMA multiuser demodulation

被引:54
作者
Tanaka, T [1 ]
机构
[1] Tokyo Metropolitan Univ, Grad Sch Engn, Hachioji, Tokyo 1920397, Japan
来源
EUROPHYSICS LETTERS | 2001年 / 54卷 / 04期
关键词
D O I
10.1209/epl/i2001-00306-3
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
I investigate the multiuser demodulation problem which arises in code-division multiple-access ( CDMA) systems. The relationship between the multiuser demodulation problem and a variant of the Hopfield model is established, based on which the replica analysis of some multiuser demodulation schemes is performed. Analytical results are presented for the maximum-a-posteriori ( MAP) demodulation, the optimal demodulation, and the naive mean-field approximation to the optimal demodulation.
引用
收藏
页码:540 / 546
页数:7
相关论文
共 20 条
  • [1] ON THE NAIVE MEAN-FIELD EQUATIONS FOR SPIN-GLASSES
    BRAY, AJ
    SOMPOLINSKY, H
    YU, C
    [J]. JOURNAL OF PHYSICS C-SOLID STATE PHYSICS, 1986, 19 (32): : 6389 - 6406
  • [2] STABILITY OF SHERRINGTON-KIRKPATRICK SOLUTION OF A SPIN GLASS MODEL
    DEALMEIDA, JRL
    THOULESS, DJ
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1978, 11 (05): : 983 - 990
  • [3] NEURAL NETWORKS AND PHYSICAL SYSTEMS WITH EMERGENT COLLECTIVE COMPUTATIONAL ABILITIES
    HOPFIELD, JJ
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1982, 79 (08): : 2554 - 2558
  • [4] The Nishimori line and Bayesian statistics
    Iba, Y
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1999, 32 (21): : 3875 - 3888
  • [5] Statistical mechanics of error-correcting codes
    Kabashima, Y
    Saad, D
    [J]. EUROPHYSICS LETTERS, 1999, 45 (01): : 97 - 103
  • [6] Kabashima Y, 1999, ADV NEUR IN, V11, P246
  • [7] Hopfield neural network implementation of the optimal CDMA multiuser detector
    Kechriotis, GI
    Manolakos, ES
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1996, 7 (01): : 131 - 141
  • [8] MIYAJIMA T, 1993, IEICE T COMMUN, VE76B, P961
  • [9] EXACT RESULTS AND CRITICAL PROPERTIES OF THE ISING-MODEL WITH COMPETING INTERACTIONS
    NISHIMORI, H
    [J]. JOURNAL OF PHYSICS C-SOLID STATE PHYSICS, 1980, 13 (21): : 4071 - 4076
  • [10] Statistical mechanics of image restoration and error-correcting codes
    Nishimori, H
    Wong, KYM
    [J]. PHYSICAL REVIEW E, 1999, 60 (01): : 132 - 144