Name
Title | ||
|---|---|---|
A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. |
Abstract | ||
|---|---|---|
Generalized eigendecomposition problem has been widely employed in many signal processing applications. In this paper, we propose a unified and self-stabilizing algorithm, which is able to extract the first principal and minor generalized eigenvectors of a matrix pencil of two vector sequences adaptively. Furthermore, we extend the proposed algorithm to extract multiple generalized eigenvectors. T... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/TNNLS.2016.2614130 | IEEE Transactions on Neural Networks and Learning Systems |
Keywords | Field | DocType |
Algorithm design and analysis,Signal processing algorithms,Eigenvalues and eigenfunctions,Covariance matrices,Convergence,Neural networks,Estimation | State vector,Algorithm design,Saddle point,Matrix pencil,Generalized eigenvector,Algorithm,Equilibrium point,Eigendecomposition of a matrix,Mathematics,Eigenvalues and eigenvectors | Journal |
Volume | Issue | ISSN |
28 | 12 | 2162-237X |
Citations | PageRank | References |
1 | 0.35 | 28 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xiaowei Feng | 1 | 3 | 1.04 |
| Xiangyu Kong | 2 | 65 | 15.61 |
| Hong-Guang Ma | 3 | 60 | 8.41 |
| Xiao-Sheng Si | 4 | 623 | 46.17 |