- Title
- Maximum a posteriori based approach for target detection in MTI radar
- Creator
- Hyder, Md Mashud; Mahata, Kaushik
- Relation
- IEEE Journal on Emerging and Selected Topics in Circuits and Systems Vol. 2, Issue 3, p. 392-401
- Publisher Link
- http://dx.doi.org/10.1109/JETCAS.2012.2217095
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Resource Type
- journal article
- Date
- 2012
- Description
- We propose a sparse recovery approach to detect moving targets in clutter. In presence of clutter, the target space is not sparse. We propose a simple way to estimate the clutter region. We then enforce sparsity by modeling the clutter as a single extended cluster of nonzero components. This done by solving a sparse signal recovery problem with partially known support within a maximum a posteriori estimation framework. The resulting algorithm is applied in angle-Doppler imaging for moving target indication in an airborne radar. Our approach has a number of advantages including improved robustness to noise and increased resolution with limited data.
- Subject
- airborne radar; angle-Doppler imaging; maximum a posteriori estimation; sparse representation
- Identifier
- http://hdl.handle.net/1959.13/1307426
- Identifier
- uon:21420
- Identifier
- ISSN:2156-3357
- Rights
- © 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
- Language
- eng
- Full Text
- Reviewed
- Hits: 628
- Visitors: 1191
- Downloads: 390
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Author final version | 319 KB | Adobe Acrobat PDF | View Details Download |