Bernoulli filter for track-before-detect using MIMO radar
In this letter, we apply a Bernoulli Filter for moving target detection and tracking using real Multiple Input Multiple Output radar data in a challenging environment. The interest in MIMO radars has been growing since they can provide high performance at lower cost than conventional antenna arrays....
| Main Authors: | , , , , |
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| Format: | Journal Article |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2014
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| Online Access: | http://hdl.handle.net/20.500.11937/21790 |
| _version_ | 1848750688934297600 |
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| author | Papi, Francesco Kyovtorov, V. Giuliani, R. Oliveri, F. Tarchi, D. |
| author_facet | Papi, Francesco Kyovtorov, V. Giuliani, R. Oliveri, F. Tarchi, D. |
| author_sort | Papi, Francesco |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this letter, we apply a Bernoulli Filter for moving target detection and tracking using real Multiple Input Multiple Output radar data in a challenging environment. The interest in MIMO radars has been growing since they can provide high performance at lower cost than conventional antenna arrays. The Bernoulli Filter performs tracking using the Track-Before-Detect approach, which is required to achieve satisfactory tracking performance in low signal-to-noise scenarios. The algorithm is validated with real MIMO data of a walking person. |
| first_indexed | 2025-11-14T07:40:49Z |
| format | Journal Article |
| id | curtin-20.500.11937-21790 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:40:49Z |
| publishDate | 2014 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-217902017-09-13T13:53:46Z Bernoulli filter for track-before-detect using MIMO radar Papi, Francesco Kyovtorov, V. Giuliani, R. Oliveri, F. Tarchi, D. In this letter, we apply a Bernoulli Filter for moving target detection and tracking using real Multiple Input Multiple Output radar data in a challenging environment. The interest in MIMO radars has been growing since they can provide high performance at lower cost than conventional antenna arrays. The Bernoulli Filter performs tracking using the Track-Before-Detect approach, which is required to achieve satisfactory tracking performance in low signal-to-noise scenarios. The algorithm is validated with real MIMO data of a walking person. 2014 Journal Article http://hdl.handle.net/20.500.11937/21790 10.1109/LSP.2014.2325566 Institute of Electrical and Electronics Engineers Inc. restricted |
| spellingShingle | Papi, Francesco Kyovtorov, V. Giuliani, R. Oliveri, F. Tarchi, D. Bernoulli filter for track-before-detect using MIMO radar |
| title | Bernoulli filter for track-before-detect using MIMO radar |
| title_full | Bernoulli filter for track-before-detect using MIMO radar |
| title_fullStr | Bernoulli filter for track-before-detect using MIMO radar |
| title_full_unstemmed | Bernoulli filter for track-before-detect using MIMO radar |
| title_short | Bernoulli filter for track-before-detect using MIMO radar |
| title_sort | bernoulli filter for track-before-detect using mimo radar |
| url | http://hdl.handle.net/20.500.11937/21790 |