A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters
An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input channel is presented. It is shown that this algorithm is suited for adaptive nonlinear filtering based on Volterra and recursive polynomial system...
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| Vydáno v: | IEEE International Symposium on Circuits and Systems, 1993 s. 2632 - 2635 vol.4 |
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| Hlavní autor: | |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
01.05.1993
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| Témata: | |
| ISBN: | 9780780312814, 0780312813 |
| On-line přístup: | Získat plný text |
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| Abstract | An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input channel is presented. It is shown that this algorithm is suited for adaptive nonlinear filtering based on Volterra and recursive polynomial system models. The new algorithm requires only orthogonal transformations offering superior numerical behavior. Its highly modular and regular structure facilitates VLSI and parallel implementations.< > |
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| AbstractList | An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input channel is presented. It is shown that this algorithm is suited for adaptive nonlinear filtering based on Volterra and recursive polynomial system models. The new algorithm requires only orthogonal transformations offering superior numerical behavior. Its highly modular and regular structure facilitates VLSI and parallel implementations.< > |
| Author | Yang, B. |
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| PublicationTitle | IEEE International Symposium on Circuits and Systems, 1993 |
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| Snippet | An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input... |
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| StartPage | 2632 |
| SubjectTerms | Adaptive filters Difference equations Eigenvalues and eigenfunctions Filtering Finite impulse response filter Lattices Least squares methods Nonlinear filters Polynomials Signal processing algorithms |
| Title | A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters |
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