- Title
- Convergence of Markov-Chain Monte–Carlo approaches to multiuser and MIMO detection
- Creator
- Henriksen, Soren; Ninness, Brett; Weller, Steven R.
- Relation
- IEEE Journal on Selected Areas in Communications Vol. 26, Issue 3, p. 497-505
- Publisher Link
- http://dx.doi.org/10.1109/JSAC.2008.080408
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Resource Type
- journal article
- Date
- 2008
- Description
- Markov-chain Monte–Carlo methods have been demonstrated to offer an attractive alternative to the design of approximate (near optimal) maximum a-posteriori (MAP) detectors for synchronous direct-sequence code-division multiple access (DS-CDMA) and multi-input, multi-output (MIMO) multiple antenna applications. Central to evaluating these method is understanding their convergence properties. In other works, this has been established via simulation, and the underlying theoretical basis has been identified. The contribution of this paper is to extend the theoretical understanding by rigorously establishing both convergence and convergence rate results for a wide class of Metropolis–Hastings methods.
- Subject
- MIMO systems; multiaccess communication; pseudonoise coded communication; spread spectrum communication
- Identifier
- http://hdl.handle.net/1959.13/30786
- Identifier
- uon:2709
- Identifier
- ISSN:0733-8716
- Rights
- Copyright © 2008 IEEE. Reprinted from IEEE Journal on Selected Areas in Communications, Vol. 26, Issue 3, p. 497-505. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Newcastle's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.
- Language
- eng
- Full Text
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