Intelligent Engineering Systems through Artificial Neural Networks, Volume 20
58 Utilizing Artificial Neural Network to Model Sound for Virtual Landmine Detection Training
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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...