| 修正双边Jacobi SVD算法及其阵列处理 |
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| 引用本文： | 冯刚,刘泽民,黄振兴. 修正双边Jacobi SVD算法及其阵列处理[J]. 信号处理, 1998, 0(2) |
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| 作者姓名： | 冯刚 刘泽民 黄振兴 |
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| 作者单位： | 北京邮电大学(冯刚，刘泽民)，成都电子科技大学(黄振兴) |
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| 摘 要： | 本文在Kogbetliantz和franklinT.Luk等人提出的双边Jacobi奇异值分解（SVD：SingularValueDecomposition）算法基础上，提出了一种无需QR初始化并对任意复方阵进行奇异值分解的修正算法，我们研究了它在SIMD（SingleInstructuonMultipleData）阵列上的实现过程及其收敛性。对于网格连接的Systolic阵列处理，这种算法使阵元的任务更加单一而易于实现。
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| 关 键 词： | SVD Systolic SIMD 阵列处理 |
Modified two-sided Jacobi SVD Algorithm and Its Array Processing |
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| Fen Gang,Huang Zhenxing,Liu Zenmin. Modified two-sided Jacobi SVD Algorithm and Its Array Processing[J]. Signal Processing(China), 1998, 0(2) |
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| Authors: | Fen Gang Huang Zhenxing Liu Zenmin |
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| Affiliation: | Fen Gang;Huang Zhenxing;Liu Zenmin |
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| Abstract: | Based on two-side jacob Singular Value Decomposition (SVD) algorithm introduced by Kogbetliantz and Franklin T.Luk, this paper presented a modified algorithm without QR initialization for any complex valued square matrix. We researched its convergence and realizing procedure on SIMD (Single Instruction Multiple Data)array. This algorithm simplified the task on each processing element when applied to mesh-chonnected Systolic array. |
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| Keywords: | SVD Systolic SIMD Array Processing |
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