DocumentCode :
2122411
Title :
Direction finding for unstructured emitters in the presence of structured interferers
Author :
Bromberg, Matthew C. ; Agee, Brian G.
Author_Institution :
Radix Technol. Inc., Mountain View, CA, USA
Volume :
4
fYear :
1998
fDate :
12-15 May 1998
Firstpage :
2537
Abstract :
This paper addresses the problem of direction finding for unstructured emitters in environments that contain interference signals with exploitable properties. The CA-JML (copy aided joint maximum likelihood) algorithm, presented here, offers dramatic angle estimation improvement in environments that contain exploitable interference. The performance improvement is equivalent to the removal of the interferers from the environment. The complexity of the algorithm, however, is comparable to MUSIC. Even when structured interferers are not present, the CA-JML algorithm can reduce the angle error bias exhibited in MUSIC in challenging environments. The CA-JML algorithm also admits a simple relaxation technique as each emitter is localized, which reduces the probability of angle estimation error due to the presence of ambiguous peaks in the angle objective function
Keywords :
array signal processing; computational complexity; direction-of-arrival estimation; interference suppression; maximum likelihood estimation; CA-JML algorithm; MUSIC; angle error bias; angle estimation; angle objective function; complexity; copy aided joint maximum likelihood; direction finding; estimation error; interference signals; performance improvement; relaxation technique; structured interferers; unstructured emitters; Apertures; Array signal processing; Estimation error; Interference; Multiple signal classification; Radar detection; Radar signal processing; Sensor arrays; Signal processing algorithms; Sonar detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
ISSN :
1520-6149
Print_ISBN :
0-7803-4428-6
Type :
conf
DOI :
10.1109/ICASSP.1998.681668
Filename :
681668
Link To Document :
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