DocumentCode
3161179
Title
Track-before-detect with censored observations
Author
Grossi, Emanuele ; Lops, Marco ; Venturino, Luca
Author_Institution
DAEIMI, Univ. degli Studi di Cassino, Cassino, Italy
fYear
2012
fDate
25-30 March 2012
Firstpage
3941
Lastpage
3944
Abstract
In this work, we consider the problem of detecting the presence of a prospective moving target from a set of censored measurements produced by a generic sensor and propose a novel track-before-detect algorithm which exploits the inherent sparse nature of the measurement data to achieve complexity efficiency. The impact of the censoring stage on the system complexity and performance is investigated.
Keywords
measurement systems; object detection; sensors; target tracking; TBD; censored measurements; censored observations; complexity efficiency; generic sensor; moving target detection; track-before-detect algorithm; Abstracts; Trajectory; Track-before-detect (TBD); censored observation; generalized likelihood ratio test (GLRT);
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location
Kyoto
ISSN
1520-6149
Print_ISBN
978-1-4673-0045-2
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2012.6288780
Filename
6288780
Link To Document