MIMO Detection Using Markov Chain Monte Carlo Techniques for Near-Capacity Performance
| dc.contributor.author | Zhu, Haidong | |
| dc.contributor.author | Shi, Zhenning | |
| dc.contributor.author | Farhang-Boroujeny, Behrouz | |
| dc.coverage.spatial | Philadelphia USA | |
| dc.date.accessioned | 2015-12-13T22:45:49Z | |
| dc.date.available | 2015-12-13T22:45:49Z | |
| dc.date.created | March 18 2005 | |
| dc.date.issued | 2005 | |
| dc.date.updated | 2015-12-11T10:25:19Z | |
| dc.description.abstract | In this paper, we develop a new soft-in soft-out (SISO) multiple-input multiple-output (MIMO) detection algorithm using the Markov chain Monte Carlo (MCMC) simulation techniques and study its performance when applied to a MIMO communication system. Comparison with the best MIMO detection algorithm in the current literature, the sphere decoding, show that the proposed detection algorithm can improve the gap between the present results and the capacity by as much as 2 dB. | |
| dc.identifier.isbn | 0780388747 | |
| dc.identifier.uri | http://hdl.handle.net/1885/79963 | |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE Inc) | |
| dc.relation.ispartofseries | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005) | |
| dc.source | Proceedings of ICCASP 2005 | |
| dc.source.uri | http://www.icassp2005.com/ | |
| dc.subject | Keywords: Multiple-input multiple-output (MIMO) detection; Near-capacity performance; Soft-in soft-out (SISO); Sphere decoding; Algorithms; Computer simulation; Decoding; Input output programs; Markov processes; Monte Carlo methods; Performance; Signal detection | |
| dc.title | MIMO Detection Using Markov Chain Monte Carlo Techniques for Near-Capacity Performance | |
| dc.type | Conference paper | |
| local.bibliographicCitation.startpage | III-1017 - III-1020 | |
| local.contributor.affiliation | Zhu, Haidong, University of Utah | |
| local.contributor.affiliation | Shi, Zhenning, College of Engineering and Computer Science, ANU | |
| local.contributor.affiliation | Farhang-Boroujeny, Behrouz, University of Utah | |
| local.contributor.authoruid | Shi, Zhenning, u1810872 | |
| local.description.notes | Imported from ARIES | |
| local.description.refereed | Yes | |
| local.identifier.absfor | 100510 - Wireless Communications | |
| local.identifier.ariespublication | MigratedxPub8312 | |
| local.identifier.doi | 10.1109/ICASSP.2005.1415885 | |
| local.identifier.scopusID | 2-s2.0-33646821350 | |
| local.type.status | Published Version |