Title
Sparse-befap: A fast implementation of fast affine projection avoiding explicit regularisation
Abstract
It is well known that régularisation of the covariance matrix is necessary in Affine Projection Algorithm (APA) based adaptive filters. A technique to achieve régularisation is using non-successive equations in the system of equations that is solved in the APA-algorithm, leading to the Sparse-APA algorithm [5] [4]. In this paper, a fast exact frequency domain implementation of Sparse-APA is derived which does not rely on any of the approximations which are found in the classical fast affine projection algorithms, while only a very small number of extra computations is needed.
Year
Venue
Keywords
2000
EUSIPCO
mathematical model,vectors,frequency domain analysis
Field
DocType
ISBN
Small number,Frequency domain,Discrete mathematics,Digital signal processing,System of linear equations,Algorithm,Adaptive filter,Affine projection,Covariance matrix,Mathematics,Computation
Conference
978-952-1504-43-3
Citations 
PageRank 
References 
1
0.43
2
Authors
2
Name
Order
Citations
PageRank
Geert Rombouts116714.46
Marc Moonen23673326.91