In this paper, we compare individual and joint probabilistic constraints for a resourceallocation problem in an uplink (UL) wireless OFDMA network. For this purpose, we formulate the problem as a stochastic linear pr...
详细信息
ISBN:
(纸本)9781479925810
In this paper, we compare individual and joint probabilistic constraints for a resourceallocation problem in an uplink (UL) wireless OFDMA network. For this purpose, we formulate the problem as a stochastic linear programming (SLP) problem. Then, we transform this model into equivalent deterministic Second-Order Cone Programming (SOCP) problems. All models are intended to maximize the bit rates throughput of the network subject to subcarrier and power user constraints. Our preliminary numerical results show that the joint chance constraint formulation is slightly conservative than the individual probabilistic one. Finally, we show that our approximation of the deterministic joint probabilistic model is very tight.
暂无评论