Generating Functional Analysis for Iterative CDMA Multiuser Detectors
作者： Kazushi Mimura , Masato Okada
关键词:
摘要: We investigate the detection dynamics of a soft parallel interference canceler (soft-PIC), which includes hard-PIC as special case, for code-division multiple-access (CDMA) multiuser detection, applied to randomly spread, fully synchronous base-band uncoded CDMA channel model with additive white Gaussian noise under perfect power control in large-system limit. analyze some iterative detectors, namely soft-PIC, Onsager-reaction-canceling (ORC-PIC) and belief-propagation-based detector (BP-based detector), by generating functional analysis (GFA). The GFA allows us study asymptotic behavior infinitely large system without assuming independence messages. stationary estimates an algorithm. also show decoupling principle algorithms For generic algorithm binary input, it is shown that equivalent bank independent single-user non-Gaussian channels, whose signal-to-noise ratio degrades due both Onsager reaction, at each stage If cancels channels coincide channel. discuss ORC-PIC BP-based detector.
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sci-hub.se 参考文章(51)
Ton Coolen, The Mathematical Theory of Minority Games Oxford University Press. ,(2005)
Ralf R. Müller, Johannes B. Huber, Iterated Soft-Decision Interference Cancellation for CDMA Springer, London. pp. 110- 115 ,(1998) , 10.1007/978-1-4471-1570-0_11
Michael L Honig, None, Advances in Multiuser Detection ,(2009)
Kazutaka Nakamura, Toshiyuki Tanaka, Microscopic analysis for decoupling principle of linear vector channel international symposium on information theory. pp. 519- 523 ,(2008) , 10.1109/ISIT.2008.4595040
E. T. Copson, Asymptotic Expansions: Frontmatter ,(1965) , 10.1017/CBO9780511526121
A. C. C. Coolen, Statistical Mechanics of Recurrent Neural Networks II. Dynamics arXiv: Disordered Systems and Neural Networks. ,(2000)
S F Edwards, P W Anderson, Theory of spin glasses Journal of Physics F: Metal Physics. ,vol. 5, pp. 965- 974 ,(1975) , 10.1088/0305-4608/5/5/017
L. F. Cugliandolo, J. Kurchan, Analytical solution of the off-equilibrium dynamics of a long-range spin-glass model. Physical Review Letters. ,vol. 71, pp. 173- 176 ,(1993) , 10.1103/PHYSREVLETT.71.173
Masato Okada, A hierarchy of macrodynamical equations for associative memory Neural Networks. ,vol. 8, pp. 833- 838 ,(1995) , 10.1016/0893-6080(95)00001-G
Yoshiyuki Kabashima, A CDMA multiuser detection algorithm on the basis of belief propagation Journal of Physics A. ,vol. 36, pp. 11111- 11121 ,(2003) , 10.1088/0305-4470/36/43/030