DocumentCode
431940
Title
New Schur-type-based PCI algorithms for reverberation suppression in active sonar
Author
Li, Yu ; Huang, Haining ; Zhang, Chunhua ; Li, Shuqiu
Author_Institution
Inst. of Acoust., Acad. Sinica, Beijing, China
Volume
4
fYear
2005
fDate
18-23 March 2005
Abstract
This paper presents two fast kinds of principal component inverse (PCI) algorithms using Schur-type subspace estimation methods for reverberation, especially for bottom reverberation suppression in active sonar. These algorithms apply Schur-type method into estimating and deleting the bottom reverberation echoes with a low rank. And the computational structure and complexity of Schur-type method are similar to that of LQ-decomposition except for the fact that plane and hyperbolic rotations are used. Compared with SVD-based PCI algorithm, these Schur-type-based algorithms have a similar estimation and separation for the reverberation subspace, but are more computationally efficient. In addition, because two Schur-type-based algorithms work column-wise, these are easy to be implemented in a real-time parallel DSP system.
Keywords
echo suppression; parameter estimation; principal component analysis; sonar signal processing; PCI; Schur-type subspace estimation; active sonar; bottom reverberation suppression; echo suppression; hyperbolic rotations; low rank echoes; plane rotations; principal component inverse; Acoustics; Array signal processing; Computational efficiency; Digital signal processing; Matched filters; Object detection; Real time systems; Reverberation; Sonar; Wideband;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416090
Filename
1416090
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