Title :
The orthogonal projection algorithm for block adaptive signal processing
Author :
Furukawa, Toshihiro ; Kubota, Hajime ; Tsujii, Shigeo
Author_Institution :
Dept. of Electr. Eng., Chiba Inst of Technol., Japan
Abstract :
The authors propose a block adaptive algorithm for estimating the impulse response of discrete-time systems and discuss some of its properties. This algorithm, in which the performance measure is the block mean square error (BMSE), consists of block processing and orthogonal projection arithmetic and updates the adaptive filter´s coefficients once for each block of data. That is, the algorithm is based on orthogonal projection to the subspace spanned by input vectors corresponding to the block index. Some fundamental theorems are derived with respect to this algorithm, and they are substantiated by computer simulations
Keywords :
adaptive filters; discrete time systems; signal processing; transient response; adaptive filter coefficients; block adaptive signal processing; block index; block mean square error; computer simulations; discrete-time systems; impulse response; input vectors; orthogonal projection algorithm; orthogonal projection arithmetic; performance measure; theorems; Adaptive algorithm; Adaptive filters; Adaptive signal processing; Arithmetic; Convergence; Filtering algorithms; Finite impulse response filter; Least squares approximation; Projection algorithms; Signal processing algorithms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266614
