DocumentCode :
1690337
Title :
Power control using Steffensen iterations for CDMA systems with beamforming or multiuser detection
Author :
Leibig, Christoph ; Dekorsy, Armin ; Fliege, Jörg
Author_Institution :
Dept. of Math., Dortmund Univ., Germany
Volume :
4
fYear :
2005
Firstpage :
2323
Abstract :
We present an accelerated power control algorithm applicable for CDMA based communications systems employing advanced uplink receiver techniques such as beamforming or multiuser detection. The proposed algorithm operates a fixed point power control algorithm accelerated by utilizing Aitken´s Δ2-process (also known as Steffensen´s method) that is merged with linear MMSE filtering. The linear MMSE filter either performs beamforming or multiuser detection. The proposed algorithm shows asymptotically quadratic convergence and is benchmarked against Newton´s method. We further evaluate a lower bound on the Lipshitz constant which can be used to ensure convergence of the proposed algorithm. Numerical results are given for a fully deployed sectorized UMTS network with MMSE multiuser detection. Beside its employment within CDMA based communication systems, the proposed algorithm can also be utilized for the acceleration of computational intensive network simulations.
Keywords :
3G mobile communication; Newton method; code division multiple access; convergence of numerical methods; filtering theory; least mean squares methods; multiuser detection; power control; radio links; radio receivers; telecommunication control; CDMA system; Jakobi iteration; Newton method; Steffensen iteration; accelerated power control algorithm; beamforming; linear MMSE filtering; multiuser detection; quadratic convergence; sectorized UMTS network; uplink receiver technique; 3G mobile communication; Acceleration; Array signal processing; Convergence; Filtering algorithms; Multiaccess communication; Multiuser detection; Newton method; Nonlinear filters; Power control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
Type :
conf
DOI :
10.1109/ICC.2005.1494750
Filename :
1494750
Link To Document :
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