Robust acoustic signal detection and synchronization in a time varying ocean environment
Thesis (S.M.)--Joint Program in Applied Ocean Science and Engineering (Massachusetts Institute of Technology, Dept. of Mechanical Engineering; and the Woods Hole Oceanographic Institution), 2012.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2013
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| Online Access: | http://hdl.handle.net/1721.1/78186 |
| _version_ | 1811086939903754240 |
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| author | Gieleghem, Ryan Thomas |
| author2 | James C. Preisig. |
| author_facet | James C. Preisig. Gieleghem, Ryan Thomas |
| author_sort | Gieleghem, Ryan Thomas |
| collection | MIT |
| description | Thesis (S.M.)--Joint Program in Applied Ocean Science and Engineering (Massachusetts Institute of Technology, Dept. of Mechanical Engineering; and the Woods Hole Oceanographic Institution), 2012. |
| first_indexed | 2024-09-23T13:37:13Z |
| format | Thesis |
| id | mit-1721.1/78186 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T13:37:13Z |
| publishDate | 2013 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/781862022-01-13T21:47:48Z Robust acoustic signal detection and synchronization in a time varying ocean environment Gieleghem, Ryan Thomas James C. Preisig. Woods Hole Oceanographic Institution. Joint Program in Applied Ocean Physics and Engineering Woods Hole Oceanographic Institution Massachusetts Institute of Technology. Department of Mechanical Engineering Joint Program in Applied Ocean Science and Engineering. Mechanical Engineering. Woods Hole Oceanographic Institution. Signal detection Underwater acoustics Thesis (S.M.)--Joint Program in Applied Ocean Science and Engineering (Massachusetts Institute of Technology, Dept. of Mechanical Engineering; and the Woods Hole Oceanographic Institution), 2012. Cataloged from PDF version of thesis. Includes bibliographical references (p. 99-100). Signal detection and synchronization in the time varying ocean environment is a difficult endeavor. The current common methods include using a linear frequency modulated chirped pulse or maximal length sequence as a detection pulse, then match filtering to that signal. In higher signal to noise ratio (SNR) environments (- 0 dB and higher) this has been a suitable solution. As the SNR drops lower however, this solution no longer provides an acceptable probability of detection for a given tolerable probability of false alarm. The issue derives from the inherent coherence issues in the ocean environment which limit the useful matched filter length. This thesis proposes an alternative method of detection based on a recursive least squares linearly adaptive equalizer which we term the Adaptive Linear Equalizer Detector (ALED). This detectors performance has demonstrated reliable probability of detection with minimal interfering false alarms with SNR as low as -20 dB. Additionally this thesis puts forth a computationally feasible method for implementing the detector. by Ryan Thomas Gieleghem. S.M. 2013-03-28T18:12:27Z 2013-03-28T18:12:27Z 2012 2012 Thesis http://hdl.handle.net/1721.1/78186 829830690 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 100 p. application/pdf Massachusetts Institute of Technology |
| spellingShingle | Joint Program in Applied Ocean Science and Engineering. Mechanical Engineering. Woods Hole Oceanographic Institution. Signal detection Underwater acoustics Gieleghem, Ryan Thomas Robust acoustic signal detection and synchronization in a time varying ocean environment |
| title | Robust acoustic signal detection and synchronization in a time varying ocean environment |
| title_full | Robust acoustic signal detection and synchronization in a time varying ocean environment |
| title_fullStr | Robust acoustic signal detection and synchronization in a time varying ocean environment |
| title_full_unstemmed | Robust acoustic signal detection and synchronization in a time varying ocean environment |
| title_short | Robust acoustic signal detection and synchronization in a time varying ocean environment |
| title_sort | robust acoustic signal detection and synchronization in a time varying ocean environment |
| topic | Joint Program in Applied Ocean Science and Engineering. Mechanical Engineering. Woods Hole Oceanographic Institution. Signal detection Underwater acoustics |
| url | http://hdl.handle.net/1721.1/78186 |
| work_keys_str_mv | AT gieleghemryanthomas robustacousticsignaldetectionandsynchronizationinatimevaryingoceanenvironment |