2007年
Decoupling principle in belief-propagation-based CDMA multiuser detection algorithm
2007 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-7
- ,
- 開始ページ
- 2081
- 終了ページ
- 2085
- 記述言語
- 英語
- 掲載種別
- DOI
- 10.1109/ISIT.2007.4557527
- 出版者・発行元
- IEEE
We derive density evolution equations for a belief-propagation (BP) based detection algorithm for a vector channel under assumption of random channel parameters and in the large-system limit, considering the conditions of a general information symbol prior probability and a general memoryless channel. From the density evolution equations, it is observed that there exists a bank of independent single-user Gaussian channels which is equivalent to the original vector channel at each stage of the BP-based detection algorithm in the sense that the posterior probabilities of information symbol of a user are equivalent to each other. It means that the decoupling principle holds not only at equilibrium, but also at each stage of the algorithm. We also show a microscopic stability condition for the BP-based detection algorithm, in order to discuss possible relationship with the stability of replica-symmetric solutions against replica symmetry breaking in the replica analysis.
- リンク情報
- ID情報
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- DOI : 10.1109/ISIT.2007.4557527
- Web of Science ID : WOS:000257010202078