Title :
Accelerated power control for CDMA systems with beamforming or multiuser detection
Author :
Leibig, Christoph ; Dekorsy, Armin ; Fliege, Jörg
Author_Institution :
Dept. of Math., Dortmund Univ., Germany
Abstract :
We present an accelerated power control algorithm applicable for CDMA based communications systems employing advanced receiver techniques such as beamforming or multiuser detection. The proposed algorithm interweaves a fixed point power control algorithm accelerated by utilizing Aitken´s Δ2-process (also known as Steffensen´s method) with MMSE beamforming or MMSE multiuser detection. The 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 algorithm can also be used for the acceleration of computational intensive network simulations.
Keywords :
3G mobile communication; code division multiple access; convergence of numerical methods; iterative methods; least mean squares methods; multiuser detection; power control; radio receivers; Aitkens Process; CDMA communication system; Lipshitz constant; MMSE beamforming; MMSE multiuser detection; Newtons method; advanced receiver technique; asymptotically quadratic convergence; computational intensive network simulation; power control algorithm; sectorized UMTS network; 3G mobile communication; Acceleration; Array signal processing; Computer networks; Convergence; Employment; Multiaccess communication; Multiuser detection; Newton method; Power control;
Conference_Titel :
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Print_ISBN :
0-7803-8689-2
DOI :
10.1109/ISSPIT.2004.1433807