Material recognition based on the time delay of secondary reflections using wideband sonar pulses
| Autor: | David Lane, Keith Brown, Mariia Dmitrieva, Gary Heald |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
Materials science
Acoustics Shell (structure) 020206 networking & telecommunications 02 engineering and technology Sonar signal processing Sonar Spherical shell Speed of sound 0202 electrical engineering electronic engineering information engineering Reflection (physics) Chirp Electrical and Electronic Engineering Wideband |
| Zdroj: | IET Radar, Sonar & Navigation. 13:2034-2040 |
| ISSN: | 1751-8792 |
| DOI: | 10.1049/iet-rsn.2018.5493 |
| Popis: | The study presents an underwater acoustic signal processing approach for the identification of the material of an object using wideband chirp pulses. The echo from the target is formed by a number of processes that occur during reflection of the pulse from an object. The timing of these reflected components and geometry of their wave paths determine speed of sound in the wave propagating material. The calculated speed of sound is then used to identify the material. The novel method enables automated material identification without any training data. The object of the material identification is a two-layer metal spherical shell filled with liquid and placed in a fresh water tank. The presented approach identifies the shell and filler materials of the sphere. In this work, the sphere thickness is limited by 2% in relation to the radius. Results are evaluated for the sphere's radius in a range from 0.05 to 0.15 m. The approach yields 83.5% success rate for the shell material identification and 79.9% success rate for the filler material on the synthetic data. For the experimental data, 67.3 and 80% success rates were obtained for shell and filler material identification, respectively. |
| Databáze: | OpenAIRE |
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