Title :
Replica analysis of large-system CDMA
Author :
Guo, Dongning ; Verdú, Sergio
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., NJ, USA
Abstract :
We present some new results on large-system CDMA obtained through the replica method developed in statistical physics. We find the spectral efficiency of randomly spread CDMA subject to Gaussian noise and flat fading in the large-system limit under arbitrary input distributions. Both joint decoding and single-user decoding are considered. In the latter case, a conditional mean estimator is first applied to separate the users and it is found that the resulting single-user channel for every user is equivalent to a Gaussian channel. The multiuser efficiency of that Gaussian channel is the same for all users and satisfies a fixed-point equilibrium equation. The additive decomposition by Shamai-Verdu of optimum capacity in terms of single-user capacity is shown to hold for arbitrary input distributions.
Keywords :
Gaussian channels; Gaussian noise; code division multiple access; decoding; fading channels; multiuser channels; parameter estimation; spread spectrum communication; Gaussian channel; Gaussian noise; conditional mean estimator; fixed-point equilibrium equation; flat fading; joint decoding; large-system CDMA; multiuser efficiency; randomly spread CDMA; replica analysis; single-user channel; single-user decoding; spectral efficiency; Decoding; Detectors; Equations; Fading; Gaussian channels; Gaussian noise; Matrix decomposition; Multiaccess communication; Physics; Spectral analysis;
Conference_Titel :
Information Theory Workshop, 2003. Proceedings. 2003 IEEE
Print_ISBN :
0-7803-7799-0
DOI :
10.1109/ITW.2003.1216685