Title :
Asymptotically optimal transmission power and rate control for CDMA channels with multiple user classes
Author_Institution :
Dept. of Commun. Syst. Eng., Ben Gurion Univ., Beer-Sheva, Israel
Abstract :
An asymptotically combined optimal transmission power and rate control policy is derived for a DS-CDMA time varying fading channel with multiple user classes, random spreading codes and a linear MMSE multiuser detector. The rigorous optimization problem is presented as a non-convex constrained program explicitly solved in a closed-form given by a function of a single Lagrangian multiplier. The optimal multiplier is derived by a low number of independent bisection searches for a zero, where each search is done in a single-valued function. The optimal control policy is demonstrated by an application, where the transmission power is adapted to the channel fade variations, and the transmission rates are adapted to the tier in which the mobile is located. The effect of the number of tiers on the optimal transmission rate is presented in an environment with lognormal and Rayleigh fading.
Keywords :
Rayleigh channels; code division multiple access; least mean squares methods; log normal distribution; mobile radio; multiuser detection; optimal control; optimisation; spread spectrum communication; telecommunication congestion control; time-varying channels; DS-CDMA time varying fading channel; Lagrangian multiplier; Rayleigh fading; asymptotically optimal transmission power; linear MMSE multiuser detector; lognormal; mobile radio; multiple user classes; nonconvex constrained program; optimal control policy; optimization problem; random spreading codes; rate control; single-valued function; Bandwidth; Communication system control; Control systems; Detectors; Fading; Iterative algorithms; Multiaccess communication; Optimal control; Power control; Rayleigh channels;
Conference_Titel :
INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE
Print_ISBN :
0-7803-8968-9
DOI :
10.1109/INFCOM.2005.1497881