Title :
Performance of the decorrelating multiuser detector in a correlated fading environment
Author :
Mallik, Ranjan K. ; Jain, Swati ; Garodia, Rohit K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. - Delhi, New Delhi
fDate :
12/1/2008 12:00:00 AM
Abstract :
We analyze the performance of the decorrelating multiuser detector for a code-division multiple-access system in a correlated Rayleigh fading environment in terms of the bit error probability (BEP) of an user. The fading gains are independent among the users but correlated among the receive diversity branches. The branches are combined using maximal ratio combining, which requires channel estimation. The channel is estimated by means of pilot symbols, and both maximum likelihood criterion and maximum aposteriori probability criterion are considered. A closed-form expression for the BEP is obtained using a characteristic function approach. Numerical results for the case of exponentially correlated branches and equicorrelated signature waveforms show that (1) the signature cross-correlation has a stronger effect on the performance than the branch correlation, (2) the BEP steadily decreases with increase in the number of branches, and increases with increase in the number of users, rapidly tending to reach saturation as the number of users becomes large.
Keywords :
Rayleigh channels; channel estimation; code division multiple access; decorrelation; diversity reception; error statistics; maximum likelihood estimation; multiuser detection; bit error probability; channel estimation; closed-form expression; code-division multiple-access system; correlated Rayleigh fading environment; decorrelating multiuser detector; maximal ratio combining; maximum aposteriori probability criterion; maximum likelihood criterion; Channel estimation; Decorrelation; Detectors; Diversity reception; Error probability; Fading; Maximum likelihood detection; Multiaccess communication; Performance analysis; Rayleigh channels; Correlated Rayleigh fading, decorrelating detector,; imperfect channel estimation, multiuser detection.;
Journal_Title :
Wireless Communications, IEEE Transactions on
Conference_Location :
12/1/2008 12:00:00 AM
DOI :
10.1109/T-WC.2008.071187