Title :
An efficient implementation of the kernel affine projection algorithm
Author :
Albu, Felix ; Coltuc, Dinu ; Rotaru, Marius ; Nishikawa, Kiisa
Author_Institution :
Fac. of Electron., Valahia Univ. of Targoviste, Targoviste, Romania
Abstract :
In this paper an efficient kernel affine projection algorithm using dichotomous coordinate descent iterations is proposed. The effectiveness of the proposed algorithm for nonlinear system identification and forward prediction is confirmed by computer simulations.
Keywords :
identification; nonlinear systems; operating system kernels; computer simulations; dichotomous coordinate descent iterations; forward prediction; kernel affine projection algorithm; nonlinear system identification; Adaptive filters; Algorithm design and analysis; Kernel; Prediction algorithms; Projection algorithms; Signal processing algorithms; dichotomous coordinate descent; forward prediction; kernel affine projection algorithm; nonlinear system identification;
Conference_Titel :
Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
Conference_Location :
Trieste
DOI :
10.1109/ISPA.2013.6703765
