Title :
Outage probability for a zero forcing multiuser detector with random signature sequences
Author :
Manji, Salim ; Mandayam, Narayan B.
Author_Institution :
WINLAB, Rutgers Univ., Piscataway, NJ, USA
Abstract :
The performance of linear interference suppression in a DS-CDMA (direct-sequence code division multiple access) system using random codes varies over the user-population due to the random set of interfering sequences. As a result, the capacity of such systems depends on the distribution of the interfering signature sequences and consequently the distribution of the signal-to-interference ratio (SIR). For a zero-forcing or decorrelating solution, the SIR can be expressed in terms of the the near-far resistance (NFR) associated with the detector. Using a statistical characterization of the NFR, we derive analytical bounds on the outage probability in such systems. The analysis is based on application of the Wilson-Hilferty approximation of the chi-squared distribution valid on the range 1≪K≪N where K is the number of users in a cell and N is the processing gain. We show that the cell capacity can be upper and lower bounded by closed form expressions. We compare the cell capacity using zero forcing detection with conventional matched filter detection. Results show a ten fold capacity increase using zero forcing detection in a single cell system and a three fold increase in a multiple cell system
Keywords :
approximation theory; binary sequences; cellular radio; channel capacity; code division multiple access; interference suppression; land mobile radio; probability; pseudonoise codes; radiofrequency interference; random processes; signal detection; spread spectrum communication; DS-CDMA system; SIR; Wilson-Hilferty approximation; analytical bounds; cell capacity; chi-squared distribution; closed form expressions; decorrelating; direct-sequence code division multiple access; interfering signature sequences; linear interference suppression; lower bound; matched filter detection; near-far resistance; outage probability; performance; processing gain; random codes; random signature sequences; signal-to-interference ratio; statistical characterization; system capacity; upper bound; user-population; zero forcing multiuser detector; Background noise; Decorrelation; Detection algorithms; Detectors; Downlink; Interference suppression; Matched filters; Multiaccess communication; Multiple access interference; Multiuser detection;
Conference_Titel :
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-4320-4
DOI :
10.1109/VETEC.1998.686507