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基于高阶矩的Nakagami—m参数估计方法

张程

无线电通信技术2012,Vol.38Issue(2):13-16,4.
无线电通信技术2012,Vol.38Issue(2):13-16,4.

基于高阶矩的Nakagami—m参数估计方法

Nakagami-m Parameter Estimation Algorithm Based on Higher Order Moments

张程1

作者信息

  • 1. 中国电子科技集团公司第五十四研究所,河北石家庄050081
  • 折叠

摘要

Abstract

The estimation of fading channel parameters is one key technique in wireless channel transmission system. This paper establishes an model based on Nakagami - m distribution in noise condition, and presents a Nakagami m parameter estimation based on higher order moments. This method utilizes such characteristic of higher order moments as detection Gaussian distribution feature to identify the property of fading channel. The theoretical analysis and experimental results prove the feasibility and effectiveness of the new method. The computational complexity for moment - based estimation is analyzed, and it was proved mathematically that its computational complexity is lower than maximum -likelihood estimator.

关键词

Nakagami衰落信道/Nakagami-m参数/矩估计

Key words

Nakagami fading channel/Nakagami-m parameter/moment-based estimator

分类

信息技术与安全科学

引用本文复制引用

张程..基于高阶矩的Nakagami—m参数估计方法[J].无线电通信技术,2012,38(2):13-16,4.

无线电通信技术

1003-3114

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