大连海事大学学报 >
2022 , Vol. 48 >Issue 3: 80 - 86
DOI: https://doi.org/10. 16411 / j. cnki. issn1006-7736. 2022. 03. 010
基于概率密度函数的ä均衡算法稳态性能分析
收稿日期: 2021-11-26
修回日期: 2022-03-21
网络出版日期: 2022-03-21
Steady state performance analysis of blind equalization algorithm based on probability density function
Received date: 2021-11-26
Revised date: 2022-03-21
Online published: 2022-03-21
武丽 , 林斌 , 刘枫 . 基于概率密度函数的ä均衡算法稳态性能分析[J]. 大连海事大学学报, 2022 , 48(3) : 80 -86 . DOI: 10. 16411 / j. cnki. issn1006-7736. 2022. 03. 010
In order to a nalyze t he steady -state perf ormance of the P arz en probabil ity dens ity functi on ( PPDF) algorithm based o n th e Pa rze n win dow metho d, the numeri cal solu tion method wa s use d to input fou r ki nds of modulati on sig nal s re-specti vely, and the va lue of th e comp ensation fa ctor of the PPD F a lgorithm u nder differe nt kernel p arameters w as stud-ied. In ad dition , the closed analyti cal ex pressio ns of the steady -sta te mean sq uar e error (MS E) o f the PPDF algo rithm unde r the con diti ons of real -valued an d complex- valued data wer e obtained by usi ng the sep arat ion hypoth esis pri nc iple. The simulation results show that the theoretical values of real and com plex stea dy MSE of PPDF alg orit hm are in good agreement with the simulation values in
the noiseless environment, which verifies the accuracy of the theoretical analysis.
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