Review of air-coupled ultrasonic materials characterization.

Sidescan sonars are increasingly used in underwater search and rescue for drowning victims, wrecks and airplanes. Automatic object classification or detection methods can help a lot in case of long searches, where sonar operators may feel exhausted and therefore miss the possible object. However, most of the existing underwater object detection methods for sidescan sonar images are aimed at detecting mine-like objects, ignoring the classification of civilian objects, mainly due to lack of dataset. So, in this study, we focus on the multi-class classification of drowning victim, wreck, airplane, mine and seafloor in sonar images. Firstly, through a long-term accumulation, we built a real sidescan sonar image dataset named SeabedObjects-KLSG , which currently contains 385 wreck, 36 drowning victim, 62 airplane, 129 mine and 578 seafloor images. Secondly, considering the real dataset is imbalanced, we proposed a semisynthetic data generation method for producing sonar images of airplanes and drowning victims, which uses optical images as input, and combines image segmentation with intensity distribution simulation of different regions. Finally, we demonstrate that by transferring a pre-trained deep convolutional neural network (CNN), e.g. VGG19, and fine-tuning the deep CNN using 70% of the real dataset and the semisynthetic data for training, the overall accuracy on the remaining 30% of the real dataset can be eventually improved to 97.76%, which is the highest among all the methods. Our work indicates that the combination of semisynthetic data generation and deep transfer learning is an effective way to improve the accuracy of underwater object classification.

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Underwater Object Classification in Sidescan Sonar Images Using Deep Transfer Learning and Semisynthetic Training Data

Airborne ultrasonic ranging is used in a variety of different engineering applications for which other positional metrology techniques cannot be used, for example in closed-cell locations, when optical line of sight is limited, and when multipath effects preclude electromagnetic-based wireless systems. Although subject to fundamental physical limitations, e.g., because of the temperature dependence of acoustic velocity in air, these acoustic techniques often provide a cost-effective solution for applications in mobile robotics, structural inspection, and biomedical imaging. In this article, the different techniques and limitations of a range of airborne ultrasonic ranging approaches are reviewed, with an emphasis on the accuracy and repeatability of the measurements. Simple time-domain approaches are compared with their frequency-domain equivalents, and the use of hybrid models and biologically inspired approaches are discussed.

Time-of-flight measurement techniques for airborne ultrasonic ranging

Applications involving high-power ultrasound are expanding rapidly as ultrasonic intensification opportunities are identified in new fields. This is facilitated through new technological developments and an evolution of current systems to tackle challenging problems. It is therefore important to continually update both the scientific and commercial communities on current system performance and limitations. To achieve this objective, this paper addresses two key aspects of high-power ultrasonic systems. In the first part, the review of high-power applications focuses on industrial applications and documents the developing technology from its early cleaning applications through to the advanced sonochemistry, cutting, and water treatment applications used today. The second part provides a comprehensive overview of measurement techniques used in conjunction with high-power ultrasonic systems. This is an important and evolving field which enables design and process engineers to optimize the behavior and/or operation of key metrics of system performance, such as field distribution or cavitation intensity.

/pdf/review-of-high-power-ultrasound-industrial-applications-and-4j1yyshja1.pdf

Review of high-power ultrasound-industrial applications and measurement methods

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Boundary influences In high frequency, shallow water acoustics

This paper outlines a method that has been implemented to predict and measure the acoustic radiation generated by ultrasonic transducers operating into air in continuous wave mode. Commencing with both arbitrary surface displacement data and radiating aperture, the transmitted pressure beam profile is obtained and includes simulation of propagation channel attenuation and where necessary, the directional response of any ultrasonic receiver. The surface displacement data may be derived directly, from laser measurement of the vibrating surface, or indirectly, from finite element modeling of the transducer configuration. To validate the approach and to provide experimental measurement of transducer beam profiles, a vibration-free, draft-proof scanning system that has been installed within an environmentally controlled laboratory is described. A comparison of experimental and simulated results for piezoelectric composite, piezoelectric polymer, and electrostatic transducers is then presented to demonstrate some quite different airborne ultrasonic beam-profile characteristics. Good agreement between theory and experiment is obtained. The results are compared with those expected from a classical aperture diffraction approach and the reasons for any significant differences are explained.

Beam profile measurements and simulations for ultrasonic transducers operating in air

This work describes the operational features of a software code that is designed to simulate the practical behaviour of modern high-frequency sonar systems. Versatility and flexibility is enhanced by a modular structure that includes simulation of the transducer and front-end electronics, wave propagation, target synthesis and scattering. The functional theory behind each module is described and a selection of results relating to the operation of an existing commercial sonar system are presented. Although the current code has been developed as a tool for the design evaluation of sophisticated sonar array systems, it may also be employed in other ultrasonic imaging applications, such as microscopy and non-destructive evaluation.

https://iopscience.iop.org/article/10.1088/0957-0233/10/12/302/pdf

Roy Chapman

Papers

Beam profile measurements and simulations for ultrasonic transducers operating in air

A 3D simulator for the design and evaluation of sonar system instrumentation