Title :
A MDL approach for determining the number of emitters using intra-pulse information
Author :
Zhou, Yifeng ; Lee, Jim P Y
Author_Institution :
Electron. Support Meas. Sect., Defence Res. Establ., Ottawa, Ont., Canada
Abstract :
In electronic support measures (ESM) systems, intra-pulse analysis has attracted much interest because of its ability to handle complex signal environment. In this paper, we propose an approach for detecting the number of emitters using intra-pulse information. The approach is based on the application of the information theoretic criteria. It has the advantage of not requiring any threshold setting according to some subjective judgment, thus reducing the amount of human intervention for an autonomous ESM system. The algorithm is computationally efficient and suitable for real-time applications. Computer simulations are used to demonstrate the effectiveness of the approach
Keywords :
computational complexity; electronic warfare; military radar; radar signal processing; MDL approach; autonomous ESM system; complex signal environment; computationally efficient algorithm; computer simulations; electronic support measures systems; electronic warfare; information theoretic criteria; intra-pulse information; number of emitters; real-time applications; Application software; Computer simulation; Humans; Military computing; Pattern recognition; Pulse modulation; Radio frequency; Signal design; Space vector pulse width modulation; Testing;
Conference_Titel :
Communications, Computers and Signal Processing, 1999 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-5582-2
DOI :
10.1109/PACRIM.1999.799596