DocumentCode :
431708
Title :
Opportunistic multiuser scheduling in downlink TDMA MISO systems
Author :
Li, Chuxiang ; Wang, Xiaodong
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Volume :
3
fYear :
2005
fDate :
18-23 March 2005
Abstract :
We consider the problem of multiuser opportunistic fair scheduling (OFS) in downlink MISO systems employing beamforming. OFS is performed on a per scheduling interval basis to achieve fair bandwidth allocation. Transmit beamforming provides TDMA systems with the capability of supporting multiple concurrent transmissions. Since the optimal beamforming scheme can be calculated for a given subset of users, the scheduling problem then refers to the optimal user subset selection to maximize the system throughput subject to certain constraints. We propose two practical multiuser schedulers, and then present discrete stochastic approximation algorithms to select adaptively a better user subset. We also consider scenarios of time-varying channels where the algorithm can track the time-varying optimum. We present results to show the performance of the proposed algorithms in terms of fast convergence, time-varying tracking capability and fairness.
Keywords :
approximation theory; bandwidth allocation; multiuser channels; optimisation; scheduling; stochastic processes; time division multiple access; time-varying channels; beamforming; downlink MISO systems; downlink TDMA MISO systems; fair bandwidth allocation; fairness; multiple concurrent transmissions; multiuser opportunistic fair scheduling; opportunistic multiuser scheduling; stochastic approximation algorithms; system throughput maximization; time-varying channels; time-varying tracking capability; Approximation algorithms; Array signal processing; Channel allocation; Convergence; Downlink; Scheduling algorithm; Stochastic processes; Throughput; Time division multiple access; Time-varying channels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-8874-7
Type :
conf
DOI :
10.1109/ICASSP.2005.1415765
Filename :
1415765
Link To Document :
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