Title :
Iterative multiuser detection for turbo-coded synchronous CDMA in Gaussian and non-Gaussian impulsive noise
Author :
Zhang, Yumin ; Blum, Rick S.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Lehigh Univ., Bethlehem, PA, USA
fDate :
3/1/2001 12:00:00 AM
Abstract :
We develop an iterative multiuser receiver for decoding turbo-coded synchronous code-division multiple-access signals in both Gaussian and non-Gaussian noise. A soft-input soft-output nonlinear multiuser detector is combined with a set of single-user channel decoders in an iterative detection/decoding structure. The nonlinear multiuser detector utilizes the prior probabilities of each user´s bits to form soft estimates used for multiple-access interference cancellation. The channel decoders perform turbo-code decoding and produce posterior probabilities which are fed back to the multiuser detector for use as prior probabilities. Simulation results show that the proposed multiuser receiver performs well in both Gaussian and non-Gaussian noise. In particular, single-user turbo-code performance can be approached within a few iterations with medium to low cross correlation (ρ⩽0.5)
Keywords :
Gaussian noise; code division multiple access; impulse noise; interference suppression; iterative decoding; least mean squares methods; multiuser channels; probability; radiofrequency interference; signal detection; turbo codes; Gaussian impulsive noise; SISO nonlinear multiuser detector; code-division multiple-access signals; cross correlation; iterative detection/decoding structure; iterative multiuser detection; joint nonlinear MMSE multiuser detector; multiple-access interference cancellation; multiuser receiver; nonGaussian impulsive noise; posterior probabilities; prior probabilities; simulation results; single-user channel decoders; soft estimates; soft-input soft-output nonlinear detector; turbo-code decoding; turbo-coded synchronous CDMA; Code division multiplexing; Convolution; Convolutional codes; Detectors; Gaussian noise; Iterative decoding; Multiaccess communication; Multiuser detection; Noise cancellation; Turbo codes;
Journal_Title :
Communications, IEEE Transactions on