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Robust and QoS constrained optimization of power control in wireless cellular networks

机译:无线蜂窝网络中功率控制的鲁棒和QoS限制优化

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Power control in wireless cellular networks is crucial in minimizing power consumption, mitigating interference, increasing network capacity, and maintaining link quality of service (QoS). Robustness to variation in noise level and accommodation of QoS constraints are particularly important practical issues. These issues in power control are transformed into two convex optimization problems that have efficient algorithms. The first convex power control formulation is robust optimization and its variation: robust Pareto optimization. The second convex formulation is QoS constrained optimization and its two extensions on proportional and min-max fairness implementations. These results also lead to new admission control and relative pricing schemes. As concurred by simulations, these convex optimization formulations optimize power and control QoS in a robust, optimal, fast, scalable and versatile way.
机译:无线蜂窝网络中的功率控制在最小化功耗,减轻干扰,增加网络容量和维护服务链路质量(QoS)时至关重要。噪声水平变化和QoS限制的容纳变化是尤为重要的实际问题。这些电源控制问题转换为具有高效算法的两个凸优化问题。第一凸功率控制配方是强大的优化及其变化:鲁棒帕捕优化。第二个凸形制剂是QoS约束优化及其两种对比例和最大的公平性实现的延伸。这些结果也导致新的录取控制和相对定价方案。通过模拟调节,这些凸优化配方以坚固,最佳,快速,可扩展和多功能的方式优化功率和控制QoS。

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