Title :
Variable-rate adaptive modulation in MIMO systems exploiting multiuser diversity
Author :
Tang, Lan ; Wang, Shu-xun ; Liang, Ying-Chang
Author_Institution :
Dept. of Commun., Jilin Univ., Changchun, China
Abstract :
An adaptive modulation technique for multiuser MIMO systems with multiuser diversity is proposed. This technique maximizes the sum of the instantaneous bit rate under a target BER constraint by feeding back sub-channel SNRs only. By generating a random transmit beamforming matrix with a water-filling configuration, each user estimates and feeds back the effective SNRs for its sub-channels. With each user´s sub-channel SNRs, the transmitter then schedules the transmission to a particular one selected by a proportional fair scheduling algorithm. Finally, adaptive modulation is applied to each sub-channel of the selected user based on the BER constraint. Simulation results show that the throughput of the proposed method converges to that of eigen-beamforming when the number of users in a cell is large.
Keywords :
MIMO systems; adaptive modulation; diversity reception; error statistics; matrix algebra; multiuser channels; optimisation; parameter estimation; scheduling; BER constraint; MIMO systems; eigen-beamforming; instantaneous bit rate; multiuser diversity; proportional fair scheduling; random transmit beamforming matrix; subchannel SNR; throughput; variable-rate adaptive modulation; water-filling configuration; Array signal processing; Bandwidth; Base stations; Bit error rate; Constellation diagram; Fading; MIMO; Modulation coding; Scattering; Transmitters;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326921