Paul Ayanendu, Akar Mehmet, Safonov Michael G, Mitra Urbashi
Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, CA 90089, USA.
IEEE Trans Neural Netw. 2005 Sep;16(5):1212-8. doi: 10.1109/TNN.2005.853420.
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.
在无线网络中控制发射功率对于维持服务质量、最大化信道利用率以及将次优接收机的远近效应降至最低至关重要。本文研究了一种用于控制无线网络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调整或整定控制器参数的系统方法。所提出的算法利用多个候选PID增益。根据当前的信道条件,它在每个时刻从候选增益集中选择一个最优PID增益并将其置于反馈回路中。该算法是数据驱动的,能够区分稳定和不稳定的控制器增益,并根据其性能对稳定控制器进行排序。仿真结果表明,所提出的方案比包括一种著名的分布式功率控制(DPC)算法在内的几种候选控制器表现更好。