| ADPTIVE INTERFERENCE CANCELER BASED ON FOURTH ORDER CUMULANT |
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| 引用本文： | MaYongfeng ZhangWeiqiang TaoRan. ADPTIVE INTERFERENCE CANCELER BASED ON FOURTH ORDER CUMULANT[J]. 电子科学学刊(英文版), 2005, 22(4): 379-384. DOI: 10.1007/BF02687925 |
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| 作者姓名： | MaYongfeng ZhangWeiqiang TaoRan |
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| 作者单位： | DeptofElectronicEngineering,BeijingInstituteofTechnology,Beijing100081,China |
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| 基金项目： | Supported by the National Natural Science Foundation of China(No.60232010) the Teaching and Research Award Program for Outstanding Young Teachers in Higher Educa- tion Institutions of Ministry of Education, P.R.C. |
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| 摘 要： | An adaptive interference cancler algorithm based on fourth-order cumulant is proposed to overcome the fault of conventional autocorrelation-based Least Mean Square (LMS)algorithm which cannot suppress the correlated Gaussian noises. The recursive formulation of the proposed algorithm is given to reduce its computational complexity. The simulation results are presented to demonstrate the effectiveness of this novel approach.
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| 关 键 词： | 四级累积量 噪声消除器 递归 干扰抑制 |
| 收稿时间： | 2003-10-09 |
Adptive interference canceler based on fourth order cumulant |
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| Yongfeng Ma,Weiqiang Zhang,Ran Tao. Adptive interference canceler based on fourth order cumulant[J]. Journal of Electronics, 2005, 22(4): 379-384. DOI: 10.1007/BF02687925 |
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| Authors: | Yongfeng Ma Weiqiang Zhang Ran Tao |
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| Affiliation: | Dept of Electronic Engineering, Beijing Institute of Technology, Beijing 100081, China |
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| Abstract: | An adaptive interference cancler algorithm based on fourth-order cumulant is proposed to overcome the fault of conventional autocorrelation-based Least Mean Square (LMS) algorithm which cannot suppress the correlated Gaussian noises. The recursive formulation of the proposed algorithm is given to reduce its computational complexity. The simulation results are presented to demonstrate the effectiveness of this novel approach. |
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| Keywords: | Fourth order cumulant Noise canceler Recursive |
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