Title :
On the design of linear-in-the-parameters adaptive filters
Author :
Silva, Tomás Oliveira e
Author_Institution :
Dept. de Engenharia Electronica e Telecoms., Aveiro Univ., Portugal
Abstract :
This paper presents a partial sub-optimal solution to the following problem: given a finite-dimensional linear subspace 𝒢 for the transfer function of an analog or digital adaptive filter and a class 𝒫 of power spectral densities of its input signal, find one basis of 𝒢 for which the numerical condition of its correlation matrix, weighted by any power spectral density of 𝒫, is as small as possible
Keywords :
adaptive filters; continuous time filters; transfer functions; transient response; analogue continuous-time filters; correlation matrix; finite-dimensional linear subspace; input signal; linear-in-the-parameters adaptive filters; partial sub-optimal solution; power spectral densities; power spectral density; transfer function; Adaptive filters; Adaptive systems; Discrete transforms; Electronic mail; Hilbert space; Least squares methods; Stochastic systems; Telecommunications; Transfer functions; Vectors;
Conference_Titel :
Electronics, Circuits and Systems, 1998 IEEE International Conference on
Conference_Location :
Lisboa
Print_ISBN :
0-7803-5008-1
DOI :
10.1109/ICECS.1998.813346
