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Adaptive power control for wireless networks using multiple controllers and switching

机译:使用多个控制器和开关的无线网络自适应功率控制

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Controlling transmitted power in a wireless network is critical for maintaining quality of service, maximizing channel utilization and minimizing near-far effect for suboptimal receivers. In this paper, a general proportional-integral-derivative (PID) type algorithm for controlling transmitted powers in wireless networks is studied and a systematic way to adapt or tune the parameters of the controller in a distributed fashion is suggested. The proposed algorithm utilizes multiple candidate PID gains. Depending on the prevailing channel conditions, it selects an optimal PID gain from the candidate gain set at each instant and places it in the feedback loop. The algorithm is data driven and can distinguish between stabilizing and destabilizing controller gains as well as rank the stabilizing controllers based on their performance. Simulation results indicate that the proposed scheme performs better than several candidate controllers, including a well known distributed power control (DPC) algorithm.
机译:控制无线网络中的发射功率对于维持服务质量,最大化信道利用率以及最小化次优接收器的远距离影响至关重要。本文研究了一种用于控制无线网络中发射功率的通用比例积分微分(PID)型算法,并提出了一种以分布式方式自适应或调整控制器参数的系统方法。所提出的算法利用了多个候选PID增益。根据当前的通道条件,它会在每个瞬间从候选增益集中选择一个最佳PID增益,并将其置于反馈环路中。该算法是数据驱动的,可以区分稳定控制器增益和不稳定控制器增益,还可以基于稳定控制器的性能对其进行排名。仿真结果表明,所提出的方案比包括已知的分布式电源控制(DPC)算法在内的几种候选控制器性能更好。

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