| 引用本文: | 高勋章,黎湘,庄钊文.二维衰减谐波估计的四阶混合累积量方法.[J].国防科技大学学报,2005,27(1):55-59.[点击复制] |
| GAO Xunzhang,LI Xiang,ZHUANG Zhaowen.Two-dimensional Damped Sinusoids Estimation Based on the Fourth-order Mixed Cumulants[J].Journal of National University of Defense Technology,2005,27(1):55-59[点击复制] |
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| 二维衰减谐波估计的四阶混合累积量方法 |
| 高勋章, 黎湘, 庄钊文 |
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(国防科技大学 ATR实验室， 湖南 长沙 410073)
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| 摘要: |
| 针对二维衰减谐波估计方法在大样本容量条件下计算量过大的问题，提出了一种基于二维四阶混合累积量的ESPRIT方法。在不影响估计精度的前提下，通过保持特征矩阵结构不变，有效地减小了算法的计算量。利用四阶混合累积量对高斯噪声的自动抑制，降低了参数估计的信噪比门限并提高了估计精度。仿真实验表明，在高斯色噪声条件下该方法的计算效率和估计性能优于现有方法。 |
| 关键词: 四阶混合累积量 二维衰减谐波 谐波恢复 高斯色噪声 |
| DOI： |
| 投稿日期：2004-08-26 |
| 基金项目:国家自然科学基金资助项目(69901005) |
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| Two-dimensional Damped Sinusoids Estimation Based on the Fourth-order Mixed Cumulants |
| GAO Xunzhang, LI Xiang, ZHUANG Zhaowen |
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(ATR Lab, National Univ. of Defense Technology, Changsha 410073,China)
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| Abstract: |
| A new method for two dimensional damped sinusoids estimation in colored Gaussian noise, called two dimensional fourth order mixed cumulants based on ESPRIT (2d FOMCESPRIT), is presented. The amount of computations is greatly reduced by holding the dimensions of the feature matrix compared with that of the former methods in the presence of a long record. Due to FOMC's auto suppressing Gaussian noise, the SNR threshold is reduced and the precision of the parameter estimation is improved. Simulation results show that this method is of better performance and higher efficiency than the former methods in colored Gaussian noise. |
| Keywords: Fourth-Order Mixed Cumulants(FOMC) two-dimensional damped sinusoids harmonic retrieval colored Gaussian noise |
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