Simple approach for joint blind equalization and order detection suitable for QAM signal

Wei Rao, Jing-jing Lian, Fei Xia, Li Fan, Hui-jun Xu, Wen-qun Tan, Guo-xing Dai
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引用次数: 11

Abstract

A blind equalization and order detection algorithm suitable for QAM signal is proposed. By exploiting the inherent structural relationship between the 4-QAM signal's coordinates and other higher-order QAM signals' coordinates, a novel cost function including channel blind equalization and signal order detection is defined. In such method, by changing the coordinates of input signals, higher-order QAM signal can be equalized by the statistics of 4-QAM and its order can be detected accurately. Examples of five modulation types - 4-QAM, 8-QAM, 16-QAM, 32-QAM and 64-QAM - are given. Simulation results show that the proposed algorithm achieves satisfactory performance.
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一种适用于QAM信号的联合盲均衡和阶数检测方法
提出了一种适用于QAM信号的盲均衡和阶数检测算法。利用4-QAM信号坐标与其他高阶QAM信号坐标之间固有的结构关系,定义了一种包含信道盲均衡和信号阶数检测的代价函数。该方法通过改变输入信号的坐标,利用4-QAM的统计量对高阶QAM信号进行均衡化,并能准确检测其阶数。给出了4-QAM、8-QAM、16-QAM、32-QAM和64-QAM五种调制类型的例子。仿真结果表明,该算法取得了满意的性能。
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