Title :
Asymptotic analysis of SDMA systems with near-orthogonal user scheduling (NEOUS) under imperfect CSIT
Author :
Lau, Vincent K N
Author_Institution :
Dept. of Electr. & Comput. Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong
fDate :
3/1/2009 12:00:00 AM
Abstract :
In this paper, we focus on the asymptotic cross layer analysis of multi-antenna systems with transmit MMSE (Tx- MMSE) beamforming, near orthogonal scheduling and outdated CSIT. To capture the effect of the potential packet outage, we introduce the average system goodput, which measures the average b/s/Hz delivered to the mobiles successfully, as the system performance objective. We derive closed-form expressions for the optimal power and rate allocations as well as a low complexity near orthogonal user scheduling (NEOUS) algorithm to solve the cross-layer optimization problem.We derive the asymptotic order of growth in system goodput for general CSIT error variance sigma2 and found that for sufficiently large nT (number of antennas at the base station) and K (number of users) where K = g-1(nT ) for some strictly increasing function g(x) = o(x), the the system goodput grows in the order of nT log[(1- sigma2 ) logK] when sigma2 < 1. This is the same order of growth as the optimal order of growth in broadcast channels with perfect CSIT and hence, the NEOUS is order-optimal. On the other hand, we need exponentially larger K to compensate for the penalty in multiuser diversity gain due to CSIT errors.
Keywords :
multiuser channels; radio transmitters; scheduling; space division multiple access; NEOUS; SDMA; asymptotic cross layer analysis; imperfect channel state information at transmitter; multiuser diversity gain; near orthogonal scheduling; near-orthogonal user scheduling; packet outage; space division multiple access; transmit MMSE beamforming; Array signal processing; Base stations; Closed-form solution; Cross layer design; Delay estimation; Diversity methods; Error correction codes; Feedback; Multiaccess communication; System performance; SDMA, cross-layer analysis, imperfect CSI;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.03.060604