Title :
Capacity regions and optimal power allocation for groupwise multiuser detection
Author :
Comaniciu, Cristina ; Poor, H. Vincent
Author_Institution :
Stevens Inst. of Technol., Hoboken, NJ, USA
fDate :
3/1/2005 12:00:00 AM
Abstract :
In this letter, optimal power allocation and capacity regions are derived for groupwise successive interference cancellation (GSIC) systems operating in multipath fading channels, under imperfect channel estimation conditions. It is shown that the impact of channel estimation errors on the system capacity is two-fold: It affects the receiver performance within a group of users, as well as the cancellation performance (through cancellation errors). An iterative power allocation algorithm is derived, based on which it can be shown that that the total required received power is minimized when the groups are ordered according to their cancellation errors, and the first detected group has the smallest cancellation error. Performance/complexity tradeoff issues are also discussed by directly comparing the system capacity for different implementations: GSIC with linear minimum-mean-square error (LMMSE) receivers within the detection groups; GSIC with matched filter (MF) receivers; multicode LMMSE systems; and simple all MF receivers systems.
Keywords :
channel capacity; channel estimation; computational complexity; error statistics; fading channels; interference suppression; iterative methods; least mean squares methods; matched filters; multipath channels; multiuser detection; power control; radio receivers; telecommunication control; cancellation error; channel capacity; channel estimation; computational complexity; error statistics; groupwise multiuser detection; groupwise successive interference cancellation; iterative algorithm; linear minimum-mean-square error receiver; matched filter receiver; multipath fading channel; optimal power allocation; power control; Channel estimation; Detectors; Error correction; Fading; Interference cancellation; Large-scale systems; Matched filters; Multiuser detection; Performance analysis; Power control; Cancellation error; capacity; groupwise multiuser detection; power control;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2004.843021