Knowledge-based space-time adaptive processing

Author

Antonik, Paul ; Schuman, Harvey ; Li, Ping ; Melvin, William ; Wicks, Michael

Author_Institution

Kaman Sci. Corp., Colorado Springs, CO, USA

fYear

1997

Firstpage

372

Lastpage

377

Abstract

This paper describes an innovative concept for knowledge-based control of space-time adaptive processing (STAP). The knowledge-based approach holds potential for significant performance improvements over classical STAP processing in non-homogeneous environments by taking advantage of a priori knowledge. Under this approach, knowledge-based control is used to direct pre-adaptive filtering, and to carefully select STAP algorithms, parameters, and secondary data cells

Keywords

adaptive filters; adaptive signal processing; knowledge based systems; radar computing; radar signal processing; search radar; STAP; STAP algorithms; knowledge based control; knowledge based space-time adaptive processing; nonhomogeneous environments; parameter selection; performance improvements; preadaptive filtering; secondary data cells; surveillance radar; Adaptive control; Clutter; Communication system control; Detection algorithms; Filtering algorithms; Interference; Programmable control; Radar tracking; Road transportation; Testing;

fLanguage

English

Publisher

ieee

Conference_Titel

Radar Conference, 1997., IEEE National

Conference_Location

Syracuse, NY

Print_ISBN

0-7803-3731-X

Type

conf

DOI

10.1109/NRC.1997.588338

Filename

588338

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1664756