Feedback median filter for robust preprocessing of glint noise

Authors
Citation
Dc. Chang et Wr. Wu, Feedback median filter for robust preprocessing of glint noise, IEEE AER EL, 36(4), 2000, pp. 1026-1035
Citations number
33
Categorie Soggetti
Aereospace Engineering
Journal title
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
ISSN journal
00189251 → ACNP
Volume
36
Issue
4
Year of publication
2000
Pages
1026 - 1035
Database
ISI
SICI code
0018-9251(200010)36:4<1026:FMFFRP>2.0.ZU;2-P
Abstract
Glint noise may arise in a target tracking system. The non-Gaussian behavio r of glint noise can severely degrade the tracking performance, Measurement preprocessing at the front-end of the tracker is an effective method to re duce glint noise. The preprocessor proposed by Hewer, Martin, and Zeh, whic h used the computationally intensive M-estimator, may not be suitable for p ractical implementation. An alternative method employing the median filter is studied here. The median tilter is well known for its simplicity and rob ustness. However, the efficiency of the median biter can be seriously degra ded if input samples are not identically distributed. This is what we may e ncounter in the tracking problem. A feedback median filter is then proposed to overcome this impediment without substantially increasing complexity. S imulations show that the new preprocessor can greatly improve tracking perf ormance in the glint noise environment.