Blind separation of convolutive mixtures using oblique projections | |
Peng Chunyi ; Zhu Xiaolong ; Zhang Xianda | |
2010-05-06 ; 2010-05-06 | |
关键词 | Practical/ blind source separation convolution independent component analysis/ oblique projections convolutive mixtures subspace-type algorithm linear blind separation algorithm independent component analysis oblique projection/ B6140 Signal processing and detection B0240Z Other topics in statistics C5260 Digital signal processing C1140Z Other topics in statistics |
中文摘要 | A subspace-type algorithm is developed for the blind separation of convolutive mixtures. The model includes three data matrices labeled as "the past", "the present", and "the future" to reformulate the convolutive mixing model into a static model via oblique projections. A linear blind separation algorithm is then used to reconstruct the original sources. The algorithm makes full use of the structure information inherent in the problem to obtain a deterministic solution to the first stage, which reduces the computational costs. Computer simulations validate the algorithm's effectiveness. |
语种 | 中文 ; 中文 |
出版者 | Tsinghua Univ. Press ; China |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/9300] |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | Peng Chunyi,Zhu Xiaolong,Zhang Xianda. Blind separation of convolutive mixtures using oblique projections[J],2010, 2010. |
APA | Peng Chunyi,Zhu Xiaolong,&Zhang Xianda.(2010).Blind separation of convolutive mixtures using oblique projections.. |
MLA | Peng Chunyi,et al."Blind separation of convolutive mixtures using oblique projections".(2010). |
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