Name
Title | ||
|---|---|---|
A novel compressed sensing based track before detect algorithm for tracking multiple targets. |
Abstract | ||
|---|---|---|
A novel compressed sensing based track-before-detect (TBD) algorithm is presented in this paper, which is named as CS-TBD algorithm. The proposed CS-TBD algorithm reconstructs the whole radar scenario (direction of arrival (DOA)-Doppler plane) for each range gate at consecutive scans using an improved StOMP algorithm, resulting in a three-dimensional range-DOA-Doppler space. The proposed algorithm then performs temporal tracking in the newly built three-dimensional range-DOA-Doppler space, based on the information from multiple illuminations during each scan, as well as among consecutive scans. In the proposed CS-TBD algorithm, the improved StOMP algorithm together with the temporal tracking, can effectively distinguish true targets from false targets and clutter based on information from multiple illuminations. © 2013 ISIF ( Intl Society of Information Fusi. |
Year | DOI | Venue |
|---|---|---|
2013 | null | Fusion |
Keywords | DocType | Volume |
radar tracking,signal reconstruction,logic gates,compressed sensing,sensors | Conference | null |
Issue | ISSN | ISBN |
null | null | 978-605-86311-1-3 |
Citations | PageRank | References |
0 | 0.34 | 1 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jing Liu | 1 | 0 | 0.34 |
| Chongzhao Han | 2 | 446 | 71.68 |
| Feng Han | 3 | 0 | 0.34 |