Adaptive Optimization of an Iterative Multiuser Detector for Turbo-Coded CDMA
| dc.contributor.author | Shepherd, David | |
| dc.contributor.author | Brannstrom, Fredrik | |
| dc.contributor.author | Schreckenbach, Frank | |
| dc.contributor.author | Shi, Zhenning | |
| dc.contributor.author | Reed, Mark | |
| dc.date.accessioned | 2015-12-08T22:48:32Z | |
| dc.date.issued | 2008 | |
| dc.date.updated | 2016-02-24T10:58:56Z | |
| dc.description.abstract | Extrinsic information transfer (EXIT) charts are utilized to optimize the iterative multiuser detector receiver in a multiuser turbo-coded CDMA system. The (receive) power levels are optimized for the system load using a constrained nonlinear optimization approach. The optimal decoding schedule is derived dynamically using the power optimized EXIT chart and a Viterbi search algorithm. Dynamic scheduling is shown to be a more flexible approach which results in a more stable QoS for a typical system configuration than one-shot scheduling, and large complexity savings over a receiver without scheduling. We verify through simulations that complexity savings of over 50% and power savings of over 8dB can be achieved. We show that the optimized power levels combined with adaptive scheduling allows for efficient utilization of receiver resources for heavily loaded systems. | |
| dc.identifier.issn | 1536-1276 | |
| dc.identifier.uri | http://hdl.handle.net/1885/38378 | |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE Inc) | |
| dc.source | IEEE Transactions on Wireless Communications | |
| dc.subject | Keywords: Adaptive optimizations; Adaptive scheduling; CDMA; Coded CDMA; Constrained nonlinear optimizations; Dynamic scheduling; EXIT Charts; Extrinsic information transfer charts; Iterative multiuser; Multiuser; Optimal decoding; Power levels; Power savings; Sour CDMA; Multiuser detection; Source/channel coding; Transmission technology; Wireless access | |
| dc.title | Adaptive Optimization of an Iterative Multiuser Detector for Turbo-Coded CDMA | |
| dc.type | Journal article | |
| local.bibliographicCitation.issue | 11 | |
| local.bibliographicCitation.lastpage | 4293 | |
| local.bibliographicCitation.startpage | 4284 | |
| local.contributor.affiliation | Shepherd, David, College of Engineering and Computer Science, ANU | |
| local.contributor.affiliation | Brannstrom, Fredrik, Chalmers University of Technology | |
| local.contributor.affiliation | Schreckenbach, Frank, Munich University of Technology | |
| local.contributor.affiliation | Shi, Zhenning, College of Engineering and Computer Science, ANU | |
| local.contributor.affiliation | Reed, Mark, College of Engineering and Computer Science, ANU | |
| local.contributor.authoruid | Shepherd, David, u3309592 | |
| local.contributor.authoruid | Shi, Zhenning, u1810872 | |
| local.contributor.authoruid | Reed, Mark, u3744240 | |
| local.description.embargo | 2037-12-31 | |
| local.description.notes | Imported from ARIES | |
| local.identifier.absfor | 100510 - Wireless Communications | |
| local.identifier.ariespublication | u4334215xPUB161 | |
| local.identifier.citationvolume | 7 | |
| local.identifier.doi | 10.1109/T-WC.2008.070557 | |
| local.identifier.scopusID | 2-s2.0-57149126828 | |
| local.identifier.thomsonID | 000260946100031 | |
| local.type.status | Published Version |
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