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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yao Yu Petropulu, A.P. Poor, H.V. |
| Copyright Year | 2009 |
| Description | Author affiliation: School of Engineering and Applied Science, Princeton University, USA (Poor, H.V.) || Electrical & Computer Engineering Department, Drexel University, USA (Yao Yu; Petropulu, A.P.) |
| Abstract | The authors recently proposed a MIMO radar system that is implemented by a small wireless network. By applying compressive sensing (CS) at the receive nodes, the MIMO radar super-resolution can be achieved with far fewer observations than conventional approaches. This previous work considered the estimation of direction of arrival and Doppler. Since the targets are sparse in the angle-velocity space, target information can be extracted by solving an ℓ minimization problem. In this paper, the range information is exploited by introducing step frequency to MIMO radar with CS. The proposed approach is able to achieve high range resolution and also improve the ambiguous velocity. However, joint angle-Doppler-range estimation requires discretization of the angle-Doppler-range space which causes a sharp rise in the computational burden of the ℓ minimization problem. To maintain an acceptable complexity, a technique is proposed to successively estimate angle, Doppler and range in a decoupled fashion. The proposed approach can significantly reduce the complexity without sacrificing performance. |
| Starting Page | 1196 |
| Ending Page | 1200 |
| File Size | 361206 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424458257 |
| ISSN | 10586393 |
| e-ISBN | 9781424458271 |
| DOI | 10.1109/ACSSC.2009.5469995 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-11-01 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | MIMO Radar antennas Doppler radar Frequency Signal resolution Radar imaging Receiving antennas Image coding Spatial resolution Direction of arrival estimation |
| Content Type | Text |
| Resource Type | Article |
| Subject | Signal Processing Computer Networks and Communications |
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