Title :
Joint domain localized adaptive processing with zero forcing for multi-cell CDMA systems
Author :
Wong, Rebecca Y M ; Adve, Raviraj
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Ont., Canada
fDate :
29 Nov.-3 Dec. 2004
Abstract :
An integrated beamforming (spatial processing) and multiuser detection (temporal processing) scheme is an effective approach to increase system capacity, but is also impractical due to the high associated computational costs. The authors previously proposed joint domain localized (JDL) processing which achieves significantly lower computational cost and a faster convergence rate in terms of number of training symbols. The paper justifies the choice of the transformation matrix that is the basis for the JDL algorithm. Building on JDL processing, we also introduce a new processor that combines JDL processing and zero forcing for multi-cell uplink CDMA systems. Simulations show that this approach achieves better performance and a faster convergence rate than the JDL algorithm as well as the reduced rank and iterative schemes introduced by other researchers. If restricted by short training sequences, it even outperforms the theoretically optimal processor.
Keywords :
adaptive signal processing; cellular radio; code division multiple access; convergence of numerical methods; matrix algebra; beamforming; cellular radio; iterative schemes; joint domain localized adaptive processing; joint domain localized processing; multi-cell CDMA uplink; multiuser detection; reduced rank schemes; spatial processing; system capacity; temporal processing; training sequences; training symbols; transformation matrix; zero forcing; Antenna arrays; Array signal processing; Computational efficiency; Convergence; Filters; Interference; Iterative algorithms; Multiaccess communication; Multiuser detection; Receiving antennas;
Conference_Titel :
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN :
0-7803-8794-5
DOI :
10.1109/GLOCOM.2004.1378462