Title :
Performance evaluation of a generalized linear SIC for DS/CDMA signals
Author :
Lai, Kuei-Chiang ; Shynk, John J.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
fDate :
6/1/2003 12:00:00 AM
Abstract :
The linear successive interference canceler (LSIC) is a multiuser detector that separates code-division multiple-access (CDMA) signals in a multistage manner. In each stage, a user is detected, and its contribution is regenerated and canceled from the input of that stage. A user´s spreading sequence is employed for despreading and respreading, and the magnitude of the despreader output is used as the amplitude estimate to reconstruct that user´s signal. This paper describes a generalized version of the LSIC (GLSIC) that employs various types of linear filters for the despreading and respreading operations. We analyze the bit error rate (BER), asymptotic multiuser efficiency (AME), and the mean and variance of the amplitude estimates of the GLSIC. It is shown that for certain choices of linear filters, complete cancellation of a user can be achieved, irrespective of the reliability of the symbol estimates. We also demonstrate that, from a BER and AME viewpoint, it is not beneficial to use a linear canceler with a decorrelator or a minimum mean-square-error (MMSE) receiver.
Keywords :
AWGN channels; Rayleigh channels; code division multiple access; error statistics; filtering theory; interference suppression; least mean squares methods; multiuser detection; radio receivers; radiofrequency interference; spread spectrum communication; AWGN channel; BER; DS/CDMA signals; MMSE receiver; additive white Gaussian noise channel; amplitude estimate; amplitude estimate variance; asymptotic multiuser efficiency; bit error rate; code-division multiple-access; decorrelator receiver; despreader output; despreading; generalized linear SIC; linear filters; linear successive interference canceler; mean; minimum mean-square-error; multiuser detector; performance evaluation; respreading; signal reconstruction; single-path Rayleigh fading; symbol estimates reliability; user spreading sequence; Amplitude estimation; Analysis of variance; Bit error rate; Detectors; Error analysis; Interference cancellation; Multiaccess communication; Multiple access interference; Nonlinear filters; Silicon carbide;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2003.811238