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Intelligent Engineering Systems through Artificial Neural Networks, Volume 20

Cihan H. Dagli
Cihan H. Dagli
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ASME Press
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Sound is the only information a soldier can get from a landmine detector to judge the landmine location and type. Therefore, it is imperative that a Virtual Landmine Detection Training System can replicate the sound in a realistic manner. To study the characteristics of different landmine targets and to devise a mathematical model for sound estimation and generation, several different sound datasets for various targets have been collected. Each dataset contains about 500 instances, each representing a different radius and height of the detector head from the target. In this paper, a Multilayer Perceptrons (MLP) Artificial Neural Network (ANN) utilizing...

1. Introduction
2. System Overview
3. Sound Modeling
4. Sound Data Collection
5. Sound Amplitude Data Preprocessing
6. Utilizing Artifical Neural Network (ANN) for Sound Data Analysis
7. Results and Discussion
8. Conclusion
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