Title :
On the Performance of Semi-Orthogonal User Selection with Limited Feedback
Author :
Ni, Wei ; Chen, Zhuo ; Suzuki, Hajime ; Collings, Iain B.
Author_Institution :
Wireless & Networking Technol. Lab., Commonwealth Sci. & Ind. Res. Organ. (CSIRO), Marsfield, NSW, Australia
fDate :
12/1/2011 12:00:00 AM
Abstract :
The sum rates of MIMO broadcast channels degrade because of channel quantization errors (CQE), when semi-orthogonal user selection and zero-forcing beamforming (SUS-ZFBF) are used. To study this degradation, impractically many users have been assumed in the state-of-the-art. We derive two new bounds (i.e., upper and lower) to quantify the degradation for a practical number of users (i.e., K ≤ 100). Validated by simulations, the new bounds show that the degradation is marginal (<;3%) from using non-optimal quantization methods. Our bounds also reveal that, for a given overall overhead, increasing quantization bits and reducing users per SUS-ZFBF process is able to substantially improve the sum rate.
Keywords :
MIMO communication; broadcast channels; quantisation (signal); MIMO broadcast channels; channel quantization errors; limited feedback; nonoptimal quantization methods; semi-orthogonal user selection; sum rates; zero-forcing beamforming; Approximation methods; Array signal processing; Degradation; Interference; MIMO; Quantization; Signal to noise ratio; Semi-orthogonal user selection (SUS); limited feedback; zero-forcing beamforming (ZFBF);
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2011.101411.111717