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OALib Journal期刊
ISSN: 2333-9721
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Analysis and applications of higher-order ergodicity of harmonic process
谐波过程的高阶广义各态历经性的分析与应用

Keywords: High-order statistics,Ergodicity,Harmonic process,Cumulants
应用
,广义各态历经性,高阶统计量,谐波过程,信号处理

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Abstract:

The higher-order statistics has found applications in the wide area of signal processing problem. However in some practical applications, only a sample of the objective process can be obtained. Thus the statistical average must be replaced by time average. The precondition to do this is the ergodicity of the processes. The crgodicity of the higher-order statistics of the harmonic processes is analyzed in this paper. Further more, the applications of the ergodicity in the phase coupling recognition and the array processing problems using higher-order statistics are proposed in this paper. Simulation examples verified those results.

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