Partial Update Least-Square Adaptive Filtering |
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| Author:
| Xie, Bei
Bose, Tamal |
| Series title: | Synthesis Lectures on Communications Ser. |
| ISBN: | 978-1-62705-231-3 |
| Publication Date: | May 2014 |
| Publisher: | Morgan & Claypool Publishers
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| Book Format: | Paperback |
| List Price: | USD $40.00USD $40.00 |
Book Description:
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This monograph focuses on the analyses of the partial update least-squares adaptive filter algorithms. Basic partial update methods are applied to adaptive filter algorithms including Least Squares CMA (LSCMA), EDS, and CG. The PU methods are also applied to CMA1-2 and NCMA to compare with the performance of the LSCMA. Mathematical derivation and performance analysis are provided.
This monograph focuses on the analyses of the partial update least-squares adaptive filter algorithms. Basic partial update methods are applied to adaptive filter algorithms including Least Squares CMA (LSCMA), EDS, and CG. The PU methods are also applied to CMA1-2 and NCMA to compare with the performance of the LSCMA. Mathematical derivation and performance analysis are provided.