IS-95反向链路反馈相关波束形成误差分析

A. Earnshaw, S. Blostein
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引用次数: 1

摘要

我们研究了一种现有的波束形成权重估计方法在IS-95反向链路上的应用,并提出了一种算法的扩展,该算法的精度得到了显著提高。对各种估计器的统计参数进行了误差分析。这包括特征向量摄动分析和这种情况下的Cramer-Rao下界的推导。样本结果用于证明观测值和预测值之间的密切一致,从而证明使用解析推导来减少细胞容量评估研究中的模拟复杂性是合理的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An error analysis of feedback correlation beamforming for the IS-95 reverse link
We investigate the application of an existing beamforming weight estimation method to the IS-95 reverse link and propose an extension to the algorithm which yields dramatically improved accuracy. An error analysis presents the statistical parameters of the various estimators. This includes an eigenvector perturbation analysis and the derivation of the Cramer-Rao lower bound for this situation. Sample results are used to demonstrate the close agreement between observed and predicted values, thereby justifying the use of the analytical derivations to reduce simulation complexity in cell capacity evaluation studies.
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