Volume 44 Issue 4
Aug.  2015
Article Contents

YAN Bo, ZHANG Wei-wei, LIN Shui-sheng. Singular Value Decomposition Algorithm of Rectangular Complex Matrix Based on FPGA[J]. Journal of University of Electronic Science and Technology of China, 2015, 44(4): 481-486. doi: 10.3969/j.issn.1001-0548.2015.04.001
Citation: YAN Bo, ZHANG Wei-wei, LIN Shui-sheng. Singular Value Decomposition Algorithm of Rectangular Complex Matrix Based on FPGA[J]. Journal of University of Electronic Science and Technology of China, 2015, 44(4): 481-486. doi: 10.3969/j.issn.1001-0548.2015.04.001

Singular Value Decomposition Algorithm of Rectangular Complex Matrix Based on FPGA

doi: 10.3969/j.issn.1001-0548.2015.04.001
  • Publish Date: 2015-08-15
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    [2] ZHAO Xue-zhi, YE Bang-yan. Convergence characteristic of single direction shrink QR algorithm in the singular value decomposition[J]. Journal of University of Electronic Science and Technology of China, 2010, 39(5): 762-767.
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    [4] CHAKROBORTY S, SAHA G. Feature selection using singular value decomposition and QR factorization with column pivoting for text-independent speaker identification [J]. Speech Communication, 2010, 52(9): 693-709.
    [5] 胡谋法, 董文娟, 王书宏, 等. 奇异值分解带通滤波背景抑制和去噪[J]. 电子学报, 2008, 36(1): 111-116. HU Mou-fa, DONG Wen-juan, WANG Shu-hong, et al. Singular value decomposition band-pass-filter for image background suppression and denoising[J]. Acta Electronica Sinica, 2008, 36(1): 111-116.
    [6] WANG Y, CUNNINGHAM K, NAGVAJARA P, et al. Singular value decomposition hardware for MIMO: State of the art and custom design[C]//Reconfigurable Computing and FPGAs (ReConFig). [S.l.]: IEEE, 2010.
    [7] HAN Q, ZENG L. FPGA Implementation for low-rank channel estimation of OFDM[J]. Journal of Networks, 2012, 7(10): 1631-1638.
    [8] HEMKUMAR N D, CAVALLARO J R. A systolic VLSI architecture for complex SVD[C]//Circuits and Systems, ISCAS'92. [S.l.]: IEEE, 1992.
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    [10] MA W, KAYE M E, LUKE D M, et al. An FPGA-based singular value decomposition processor[C]//Electrical and Computer Engineering. [S.l.]: IEEE, 2006.
    [11] LIU J, ZHANG J. A new maximum simplex volume method based on householder transformation for endmember extraction[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(1): 104-118.
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Singular Value Decomposition Algorithm of Rectangular Complex Matrix Based on FPGA

doi: 10.3969/j.issn.1001-0548.2015.04.001
YAN Bo, ZHANG Wei-wei, LIN Shui-sheng. Singular Value Decomposition Algorithm of Rectangular Complex Matrix Based on FPGA[J]. Journal of University of Electronic Science and Technology of China, 2015, 44(4): 481-486. doi: 10.3969/j.issn.1001-0548.2015.04.001
Citation: YAN Bo, ZHANG Wei-wei, LIN Shui-sheng. Singular Value Decomposition Algorithm of Rectangular Complex Matrix Based on FPGA[J]. Journal of University of Electronic Science and Technology of China, 2015, 44(4): 481-486. doi: 10.3969/j.issn.1001-0548.2015.04.001
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