Title :
Adaptive multiuser opportunistic fair transmission scheduling in power-controlled CDMA systems
Author :
Li, Chuxiang ; Wang, Xiaodong
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Abstract :
We consider the problem of multiuser opportunistic fair transmission scheduling (OFS) in power-controlled CDMA systems. OFS is an important technique in wireless networks to achieve fair and efficient resource allocation. Power control is an effective resource management technique in CDMA systems. Given a certain user subset and the channel states, the optimal power control scheme can be calculated. The multiuser OFS problem then refers to the optimal user subset selection at each interval to maximize instantaneous system throughput subject to some fairness constraint. We propose discrete stochastic approximation algorithms to adaptively select user subsets with the maximal system throughput. We also consider the time-varying channel scenarios where the algorithm can track the time-varying optimal user subset. We present simulation results to show the performance of the proposed algorithms in terms of the throughput optimization, the fast convergence, the excellent time-varying tracking capability, and the fairness.
Keywords :
adaptive scheduling; bandwidth allocation; code division multiple access; convergence of numerical methods; mobile radio; multiuser channels; optimal control; packet radio networks; power control; stochastic processes; telecommunication control; telecommunication traffic; time-varying channels; tracking; adaptive multiuser scheduling; convergence; discrete stochastic approximation algorithms; fairness constraint; instantaneous system throughput maximization; opportunistic fair transmission scheduling; optimal power control; optimal user subset selection; performance; power-controlled CDMA systems; resource allocation; time-varying channel; time-varying tracking; wireless networks; Approximation algorithms; Multiaccess communication; Power control; Resource management; Scheduling; Signal to noise ratio; Stochastic processes; Stochastic systems; Throughput; Wireless networks;
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.2004.1326886