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基于盲信号分离的复波恢复方法

Complex-wave retrieval based on blind signal separation

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【作者】 柴晓冬; 左言胜;

【Author】 Chai Xiaodong~(1,2)Zuo Yansheng~(2)~(1)(Department of Electronic Science and Technology,USTC,Hefei 230026,China)~(2)(The Key Laboratory of Intelligent Computing and Signal Processing,Ministry of Education,Anhui Univ.,Hefei 230039,China)

【机构】 中国科学技术大学电子科学与技术系; 安徽大学计算智能与信号处理教育部重点实验室 合肥230026; 安徽大学计算智能与信号处理教育部重点实验室合肥230039; 合肥230039;

【摘要】 本文提出一种基于盲信号分离的新的复波恢复方法。首先通过CCD获取同一物体的3幅干涉全息图构成观测信号,然后采用独立分量分析方法从观测信号中分离出只包含复波振幅和相位信息项,有效抑制了零级项,最后用该方法实现了一个纯位相波阵面。实验结果表明,该方法能较好地恢复原复波的振幅和相位信息,即使在频谱混叠情况下,也能有效恢复原复波信号。

【Abstract】 In the process of the reconstruction of digital holography,the traditional methods of diffraction and filtration are commonly adopted to recover the original complex-wave signal.Influenced by twin-image and zero-order terms,the above-mentioned methods,however,either limit the field of vision or result in the loss of the amplitude and phase information.This thesis presents a new method for complex-wave retrieval,which is based on blind signal separation.At first,three frames of holograms are captured by a CCD-camera to form an observation signal.Then,the term containing only amplitude and phase information of the complex-wave is separated from the observation signal by means of independent component analysis(ICA),which effectively eliminates the zero-order term.Finally,the complex-wave retrieval of pure phase wavefront is achieved.Experiment results show that this method can better recover the amplitude and phase information of the original complex-wave even in the case when there is a frequency spectrum mixture in the hologram.

【基金】 中国科学技术大学“面向21世纪教育振兴行动计划”博士后基金;国家自然科学基金(60572129)资助项目
  • 【文献出处】 仪器仪表学报 ,Chinese Journal of Scientific Instrument , 编辑部邮箱 ,2006年10期
  • 【分类号】O438
  • 【被引频次】3
  • 【下载频次】144
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