Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals
This paper describes a method integrating neural networks into a system for recognizing underwater objects. The system is based on a combination of simulated dolphin sonar signals, simulated auditory filters and artificial neural networks. The system is tested on a cylinder wall thickness difference...
Published in: | Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468) |
---|---|
Main Authors: | , , , |
Format: | Other Non-Article Part of Journal/Newspaper |
Language: | English |
Published: |
IEEE
1999
|
Subjects: | |
Online Access: | https://orbit.dtu.dk/en/publications/0d379e1a-4e3d-4d0d-bfcc-2b797d4b6e72 https://doi.org/10.1109/NNSP.1999.788167 https://backend.orbit.dtu.dk/ws/files/5381051/Andersen.pdf |
id |
ftdtupubl:oai:pure.atira.dk:publications/0d379e1a-4e3d-4d0d-bfcc-2b797d4b6e72 |
---|---|
record_format |
openpolar |
spelling |
ftdtupubl:oai:pure.atira.dk:publications/0d379e1a-4e3d-4d0d-bfcc-2b797d4b6e72 2023-05-15T17:03:29+02:00 Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals Andersen, Lars Nonboe Au, Whitlow Larsen, Jan Hansen, Lars Kai 1999 application/pdf https://orbit.dtu.dk/en/publications/0d379e1a-4e3d-4d0d-bfcc-2b797d4b6e72 https://doi.org/10.1109/NNSP.1999.788167 https://backend.orbit.dtu.dk/ws/files/5381051/Andersen.pdf eng eng IEEE info:eu-repo/semantics/openAccess Andersen , L N , Au , W , Larsen , J & Hansen , L K 1999 , Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals . in Proceedings of the IEEE Workshop on Neural Networks for Signal Processing IX . IEEE , Piscataway , pp. 477-486 , 1999 IEEE Workshop on Neural Networks for Signal Processing , Madison , Wisconsin , United States , 23/08/1999 . https://doi.org/10.1109/NNSP.1999.788167 contributionToPeriodical 1999 ftdtupubl https://doi.org/10.1109/NNSP.1999.788167 2023-01-12T00:00:28Z This paper describes a method integrating neural networks into a system for recognizing underwater objects. The system is based on a combination of simulated dolphin sonar signals, simulated auditory filters and artificial neural networks. The system is tested on a cylinder wall thickness difference experiment and demonstrates high accuracy for small wall thickness differences. Results from the experiment are compared with results obtained by a false killer whale (pseudorca crassidens). Other Non-Article Part of Journal/Newspaper Killer Whale Technical University of Denmark: DTU Orbit Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468) 477 486 |
institution |
Open Polar |
collection |
Technical University of Denmark: DTU Orbit |
op_collection_id |
ftdtupubl |
language |
English |
description |
This paper describes a method integrating neural networks into a system for recognizing underwater objects. The system is based on a combination of simulated dolphin sonar signals, simulated auditory filters and artificial neural networks. The system is tested on a cylinder wall thickness difference experiment and demonstrates high accuracy for small wall thickness differences. Results from the experiment are compared with results obtained by a false killer whale (pseudorca crassidens). |
format |
Other Non-Article Part of Journal/Newspaper |
author |
Andersen, Lars Nonboe Au, Whitlow Larsen, Jan Hansen, Lars Kai |
spellingShingle |
Andersen, Lars Nonboe Au, Whitlow Larsen, Jan Hansen, Lars Kai Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals |
author_facet |
Andersen, Lars Nonboe Au, Whitlow Larsen, Jan Hansen, Lars Kai |
author_sort |
Andersen, Lars Nonboe |
title |
Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals |
title_short |
Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals |
title_full |
Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals |
title_fullStr |
Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals |
title_full_unstemmed |
Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals |
title_sort |
discrimination of cylinders with different wall thicknesses using neural networks and simulated dolphin sonar signals |
publisher |
IEEE |
publishDate |
1999 |
url |
https://orbit.dtu.dk/en/publications/0d379e1a-4e3d-4d0d-bfcc-2b797d4b6e72 https://doi.org/10.1109/NNSP.1999.788167 https://backend.orbit.dtu.dk/ws/files/5381051/Andersen.pdf |
genre |
Killer Whale |
genre_facet |
Killer Whale |
op_source |
Andersen , L N , Au , W , Larsen , J & Hansen , L K 1999 , Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals . in Proceedings of the IEEE Workshop on Neural Networks for Signal Processing IX . IEEE , Piscataway , pp. 477-486 , 1999 IEEE Workshop on Neural Networks for Signal Processing , Madison , Wisconsin , United States , 23/08/1999 . https://doi.org/10.1109/NNSP.1999.788167 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1109/NNSP.1999.788167 |
container_title |
Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468) |
container_start_page |
477 |
op_container_end_page |
486 |
_version_ |
1766057361590452224 |