CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter
In this article, we investigate the problem of jointly estimating target location and velocity for widely separated multiple-input multiple-output (MIMO) radar operating in correlated non-Gaussian clutter, modeled by a complex elliptically symmetric (CES) distribution. More specifically, we derive t...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2022-03-01
|
| Series: | Frontiers in Signal Processing |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/frsip.2022.822285/full |
| _version_ | 1819175114101489664 |
|---|---|
| author | Neda Rojhani Maria Sabrina Greco Fulvio Gini |
| author_facet | Neda Rojhani Maria Sabrina Greco Fulvio Gini |
| author_sort | Neda Rojhani |
| collection | DOAJ |
| description | In this article, we investigate the problem of jointly estimating target location and velocity for widely separated multiple-input multiple-output (MIMO) radar operating in correlated non-Gaussian clutter, modeled by a complex elliptically symmetric (CES) distribution. More specifically, we derive the Cramér–Rao lower bounds (CRLBs) when the target is modeled by the Swerling 0 model and the clutter is complex t-distributed. We thoroughly analyze the impact of the clutter correlation and spikiness to provide accurate performance estimation. Index terms—Cramér–Rao lower bounds (CRLBs), MIMO radar, location and velocity estimation, performance analysis, complex elliptically symmetric (CES) distributed, and complex t-distribution. |
| first_indexed | 2024-12-22T20:49:43Z |
| format | Article |
| id | doaj.art-c91e86b833274e20a77b1ed7fbfe9611 |
| institution | Directory Open Access Journal |
| issn | 2673-8198 |
| language | English |
| last_indexed | 2024-12-22T20:49:43Z |
| publishDate | 2022-03-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Signal Processing |
| spelling | doaj.art-c91e86b833274e20a77b1ed7fbfe96112022-12-21T18:13:07ZengFrontiers Media S.A.Frontiers in Signal Processing2673-81982022-03-01210.3389/frsip.2022.822285822285CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed ClutterNeda RojhaniMaria Sabrina GrecoFulvio GiniIn this article, we investigate the problem of jointly estimating target location and velocity for widely separated multiple-input multiple-output (MIMO) radar operating in correlated non-Gaussian clutter, modeled by a complex elliptically symmetric (CES) distribution. More specifically, we derive the Cramér–Rao lower bounds (CRLBs) when the target is modeled by the Swerling 0 model and the clutter is complex t-distributed. We thoroughly analyze the impact of the clutter correlation and spikiness to provide accurate performance estimation. Index terms—Cramér–Rao lower bounds (CRLBs), MIMO radar, location and velocity estimation, performance analysis, complex elliptically symmetric (CES) distributed, and complex t-distribution.https://www.frontiersin.org/articles/10.3389/frsip.2022.822285/fullCramér–Rao lower bounds (CRLBs)MIMO radarlocation and velocity estimationperformance analysiscomplex elliptically symmetric (CES) distributedcomplex t-distribution |
| spellingShingle | Neda Rojhani Maria Sabrina Greco Fulvio Gini CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter Frontiers in Signal Processing Cramér–Rao lower bounds (CRLBs) MIMO radar location and velocity estimation performance analysis complex elliptically symmetric (CES) distributed complex t-distribution |
| title | CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter |
| title_full | CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter |
| title_fullStr | CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter |
| title_full_unstemmed | CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter |
| title_short | CRLBs for Location and Velocity Estimation for MIMO Radars in CES-Distributed Clutter |
| title_sort | crlbs for location and velocity estimation for mimo radars in ces distributed clutter |
| topic | Cramér–Rao lower bounds (CRLBs) MIMO radar location and velocity estimation performance analysis complex elliptically symmetric (CES) distributed complex t-distribution |
| url | https://www.frontiersin.org/articles/10.3389/frsip.2022.822285/full |
| work_keys_str_mv | AT nedarojhani crlbsforlocationandvelocityestimationformimoradarsincesdistributedclutter AT mariasabrinagreco crlbsforlocationandvelocityestimationformimoradarsincesdistributedclutter AT fulviogini crlbsforlocationandvelocityestimationformimoradarsincesdistributedclutter |