A Jacobi-like joint diagonalization method by one-dimensional optimization
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- 作者：Wen-Juan Liu
- 关键词：Blind source separation ; Joint diagonalization ; Jacobi transformation ; Bi-Givens rotation ; Analytical solution ; Target matrix
- 刊名：Signal Processing
- 出版年：2016
- 出版时间：February 2016
- 年：2016
- 卷：119
- 期：Complete
- 页码：174-184
- 全文大小：502 K
文摘
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- <p id="p0005">The Jacobi rotation matrix depends on a single parameter.p>
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- <p id="p0010">The complex target matrices are transformed into real symmetric ones.p>
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- <p id="p0015">Joint diagonalization can be obtained by one-dimensional optimization.p>
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- <p id="p0020">It can handle the complex matrices by modifying algorithm implementation.p>
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- <p id="p0025">The proposed algorithms have the good performance like the SOBI algorithm.p>