Analytical performance evaluation for HOSVD-based parameter estimation schemes

Analytical performance evaluation for HOSVD-based parameter estimation schemes
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DOI:
10.1109/camsap.2009.5413232
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发表时间:
2009-12
期刊:
2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
影响因子:
--
通讯作者:
F. Roemer;H. Becker;M. Haardt;M. Weis
F. Roemer;H. Becker;M. Haardt;M. Weis
中科院分区:
其他
文献类型:
--
作者:
F. Roemer;H. Becker;M. Haardt;M. Weis

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Subspace-based high-resolution parameter estimation schemes are used in a variety of signal processing applications including radar, sonar, communications, medical imaging, and the estimation of the parameters of the dominant multipath components from MIMO channel sounder measurements. It is of great theoretical and practical interest to predict the performance of these schemes analytically. Since they rely on the estimate of the signal subspace obtained via a singular value decomposition (SVD), significant contributions to the perturbation analysis of the SVD have been made in the last decades.