DocumentCode :
1002454
Title :
Adaptive Optimization of an Iterative Multiuser Detector for Turbo-Coded CDMA
Author :
Shepherd, David P. ; Brännström, Fredrik ; Schreckenbach, Frank ; Shi, Zhenning ; Reed, Mark C.
Author_Institution :
Nat. ICT Australia, Australian Nat. Univ., Canberra, ACT
Volume :
7
Issue :
11
fYear :
2008
fDate :
11/1/2008 12:00:00 AM
Firstpage :
4284
Lastpage :
4293
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.
Keywords :
adaptive scheduling; code division multiple access; decoding; dynamic scheduling; optimisation; turbo codes; Viterbi search algorithm; adaptive optimization; adaptive scheduling; code division multiple access; complexity savings; constrained nonlinear optimization; dynamic scheduling; extrinsic information transfer charts; iterative multiuser detector receiver; multiuser turbo-coded CDMA system; optimal decoding schedule; quality of service; stable QoS; system configuration; Adaptive scheduling; Constraint optimization; Detectors; Dynamic scheduling; Iterative algorithms; Iterative decoding; Multiaccess communication; Scheduling algorithm; Turbo codes; Viterbi algorithm; CDMA; Multiuser detection; source/channel coding; transmission technology; wireless access;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/T-WC.2008.070557
Filename :
4684604
Link To Document :
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