DocumentCode
3001397
Title
Trade-off studies on adaptive filtering algorithms used for adaptive moving target indicators
Author
Watanabe, Hideaki ; Kirimoto, Tetsuo ; Kondo, Michimasa
Author_Institution
The 1st Research Center of TRDI, Defense Agency, Tokyo, Japan
Volume
11
fYear
1986
fDate
31503
Firstpage
3015
Lastpage
3018
Abstract
In this paper, some adaptive algorithms which are improved to keep target signals are applied to AMTI and trade-off studies are conducted to find out the optimum adaptive algorithm for AMTI. Three adaptive algorithms are investigated here: (1) Widrow algorithm, (2) Sequential Regression algorithm and (3) Blocked Lattice algorithm. An experiment to evaluate the performance of each algorithm is carried out using real clutter data. The experimental results show that Blocked Lattice algorithm has high performance in both of clutter suppression effect and stability.
Keywords
Adaptive algorithm; Adaptive filters; Approximation algorithms; Covariance matrix; Filtering algorithms; Frequency response; Information systems; Lattices; Radar clutter; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
Type
conf
DOI
10.1109/ICASSP.1986.1168770
Filename
1168770
Link To Document