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一种用于解调失真QAM信号的改进K-means聚类算法

An improved K-means clustering algorithm for demodulation of distorted QAM signals
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摘要 在短距离无线通信中,无线节点或移动终端通常有低成本、小体积、低功耗的要求,因此无法使用复杂的预失真或补偿电路克服功放的非线性影响,这是无线节点或移动终端在上行链路中难以使用高阶QAM调制的重要原因之一。基于QAM矩形星座的特点,提出了一种K-means聚类的改进算法作为中央基站节点的高阶QAM解调算法。在发送信号受到较严重的功放非线性失真时,所提改进算法解调性能更优,算法复杂度更低。 Wireless network nodes and mobile devices are always constrained by power,dimension and price in the shortrange wireless communication system.Thus,it＇s impossible for them to use some complex methods such as pre-distortion and compensation to restrain the nonlinear effects caused by power amplifier,which is one of the important reasons why the high order QAM could not be used in uplink.Based on the characteristics of QAM rectangular constellation,an improved K-means clustering algorithm is presented to be the demodulation algorithm of high order QAM.It has better demodulation performance and lower computational complexity.
作者 彭军 范兴山 黄乐天 郭志勇
机构地区 电子科技大学
出处 《电子技术应用》 北大核心 2014年第11期102-104,108,共4页 Application of Electronic Technique
基金 国家自然科学基金项目(61176025)
关键词 高阶QAM解调 K-MEANS聚类算法 功放非线性影响 demodulation of high order QAM K-means clustering algorithm nonlinearity of PA
分类号 TN791.172 [电子电信—电路与系统] TN763 [电子电信—电路与系统]
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参考文献9

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电子技术应用
2014年 第11期

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