Method for the design of adaptive filters with limited size of the learning sample
Abstract
A recursive procedure for the adaptive processing of signals is proposed. Compared with the procedure based on the estimation of the noise correlation matrix by the supplementation method, the proposed procedure assures a reduction in machine costs that is proportional to the ratio of the number of samples of the received signal to the size of the learning sample.
- Publication:
-
Radiotekhnika i Elektronika
- Pub Date:
- April 1983
- Bibcode:
- 1983RaEl...28..731L
- Keywords:
-
- Adaptive Filters;
- Antenna Arrays;
- Network Synthesis;
- Signal Processing;
- Signal To Noise Ratios;
- Learning Theory;
- Matrices (Mathematics);
- Recursive Functions;
- Signal Analysis;
- Spatial Filtering;
- Electronics and Electrical Engineering