Title :
Optimal decorrelating receivers for DS-CDMA systems: a signal processing framework
Author :
Tsatsanis, Michail K. ; Giannakis, Georgios B.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Stevens Inst. of Technol., Hoboken, NJ, USA
fDate :
12/1/1996 12:00:00 AM
Abstract :
Code division multiple access (CDMA) schemes allow a number of asynchronous users to share a transmission medium with minimum cooperation among them. However, sophisticated signal processing algorithms are needed at the receiver to combat interference from other users and multipath effects. A discrete-time multirate formulation is introduced for asynchronous CDMA systems, which can incorporate multipath effects. This formulation reveals interesting links between CDMA receivers and array processing problems. In this framework, linear receivers are derived that can completely suppress multiuser interference (decorrelating receivers). A criterion is introduced, which guarantees the decorrelating property, while providing optimal solutions in the presence of noise. Parametric FIR designs as well as nonparametric solutions are delineated, and their performance is analyzed. The proposed receivers are resistant to near-far effects and do not require the estimation of the users´ and noise powers
Keywords :
FIR filters; array signal processing; channel capacity; code division multiple access; correlation methods; discrete time systems; fading; filtering theory; interference suppression; multipath channels; optimisation; pseudonoise codes; radio receivers; radiofrequency interference; spread spectrum communication; CDMA receivers; DS-CDMA system; array processing; asynchronous CDMA systems; asynchronous users; decorrelation; discrete-time multirate formulation; linear receivers; multipath effects; multiuser interference suppression; near-far effects; noise; nonparametric solutions; optimal decorrelating receivers; optimal solutions; parametric FIR designs; performance; signal processing algorithms; transmission medium; Array signal processing; Decorrelation; Integrated circuit noise; Interference suppression; Local area networks; Mobile communication; Multiaccess communication; Radio spectrum management; Resource management; Signal processing;
Journal_Title :
Signal Processing, IEEE Transactions on