Title :
Performance of two novel fast affine projection adaptation algorithms
Author_Institution :
Inst. for Microstructural Sci., Nat. Res. Council, Ottawa, Ont., Canada
Abstract :
This paper studies the performance of two recently proposed stable and robust fast affine projection (FAP) adaptation algorithms - LDLT FAP and RATCHET FAP. They can, respectively, provide an exact solution at a moderate complexity and a good approximation at a complexity lower than that of any other FAP algorithms. These patent pending algorithms are expected to be practical in telecommunication and other adaptive filtering applications.
Keywords :
adaptive filters; approximation theory; LDLT FAP; RATCHET FAP; adaptive filtering; affine projection adaptation algorithms; approximation; complexity; performance; telecommunication; Adaptive filters; Autocorrelation; Councils; Echo cancellers; Financial advantage program; Neural networks; Robust stability; Robustness; Sampling methods; Symmetric matrices;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1465078