The DOI matches its Crossref record; 24 of the 24 references it cites were found in a registry or an index.
A CDMA multiuser detection algorithm on the basis of belief propagation
Open accessAbstract
An iterative algorithm for the multiuser detection problem that arises in code division multiple access (CDMA) systems is developed on the basis of Pearl's belief propagation (BP). We show that the BP-based algorithm exhibits nearly optimal performance in a practical time scale by utilizing the central limit theorem and self-averaging property appropriately, whereas direct application of BP to the detection problem is computationally difficult and far from practical. We further present close relationships of the proposed algorithm to the Thouless–Anderson–Palmer approach and replica analysis known in spin-glass research.
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Cited by
Message passing algorithms for compressed sensing: I. motivation and construction
Donoho, D. L., Maleki, A., & Montanari, A. (2010) · IEEE Information Theory Workshop 2010 (ITW 2010) · doi:10.1109/itwksps.2010.5503193 · Cited by 542
Statistical physics of inference: thresholds and algorithms
Zdeborová, L., & Krzakala, F. (2016) · Advances in Physics · doi:10.1080/00018732.2016.1211393 · Cited by 440
The Noise-Sensitivity Phase Transition in Compressed Sensing
Donoho, D. L., Maleki, A., & Montanari, A. (2011) · IEEE Transactions on Information Theory · doi:10.1109/tit.2011.2165823 · Cited by 339
Metadata
- Authors
- Kabashima, Y.
- Venue
- Journal of Physics A: Mathematical and General
- Publisher
- IOP Publishing
- Published
- 2003-10-15
- Volume
- 36
- Issue
- 43
- Pages
- 11111-11121
- ISSN
- 0305-4470 (ISSN-L)
- 1361-6447
- OpenAlex
- W1984830458
- Cited by
- 324
- References
- 24
- FWCI
- 17.02
- Type
- journal article
- Language
- en
- Open access
- bronze
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