@inproceedings{fdcee59db0bd4187afd549f8f942d767,
title = "Design of linear-phase fir filters with time and frequency domains constraints by means of ai based method",
abstract = "We consider a constrained finite-impulse response (FIR) filter design with time- and frequency-domain piece-wise linear constraints. This type of constrained FIR filter design usually employs the least-squares error criterion and can be generally reformulated as quadratic programming (QP) problem. This paper presents a new algorithm for the design of constrained low-pass FIR filters describing the design problem in terms of the epsilon-insensitive learning derived from AI methods. This approach is based on a dedicated new method for solution of an overdetermined system of linear equations. This method tolerates very well the increase of the number of filter coefficients and/or the number of constraints. The proposed method is also characterized by rapid convergence and is suitable for high order filter design.",
keywords = "Digital filter design, Epsilon-insensitive loss function, FIR filters",
author = "Norbert Henzel and Leski, \{Jacek M.\}",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2014.; 3rd International Conference on Man-Machine Interactions, ICMMI 2013 ; Conference date: 22-10-2013 Through 25-10-2013",
year = "2014",
doi = "10.1007/978-3-319-02309-0\_25",
language = "English",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer Verlag",
pages = "239--246",
editor = "Aleksandra Gruca and Tadeusz Czach{\'o}rski and Stanis{\l}aw Kozielski and Tadeusz Czach{\'o}rski",
booktitle = "Man-Machine Interactions 3",
address = "Germany",
}