DocumentCode
388480
Title
Some new approaches for the implementation of optimum MTI filters
Author
Babu, K. Anand VS ; Prasad, Surendra
Author_Institution
Electronics and Radar Development Establishment, Bangalore, India
Volume
8
fYear
1983
fDate
30407
Firstpage
707
Lastpage
710
Abstract
Implementation of optimum MTI filters is rendered difficult due to the non-homogeneous clutter distribution. The sheer magnitude of the computational effort and memory involved for the implementation of the optimum processor makes it highly impractical. The aim of this paper is to obtain the optimum solutions in easily realizable forms. It is shown here that simple implementation of the optimum (or adaptive) solutions can be obtained without recourse to real-time and complex eigenvector computation or even to LMS - type algorithms. The optimum coefficient computations only involve averaging and table-look-up operations. The memory requirement is reduced to the order required for implementation of conventional MTI filters, viz., O(Nr ), where Nr is the number of range cells. This is against O(Nr Nb ) usually needed for optimum filters where Nb is the number of bearing cells.
Keywords
Cost function; Covariance matrix; Equations; Hardware; Nonlinear filters; Software algorithms; Stochastic processes; Switches; Symmetric matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '83.
Type
conf
DOI
10.1109/ICASSP.1983.1172034
Filename
1172034
Link To Document