2006 SICE-ICASE International Joint Conference · 2006 · 14 citations · 5 references
Sensor ApplicationEngineeringMachine LearningObject ShapesMechanical EngineeringShape AnalysisIntelligent SystemsAcoustic SensorIdentification ApproachStructural IdentificationImage AnalysisPattern RecognitionSystems EngineeringIdentification MethodAutomatic IdentificationGeometric ModelingStructural Health MonitoringComputer ScienceUltrasoundUltrasonic Pressure DistributionUltrasonic Sensor ArrayIntelligent SensorNatural SciencesTechnology
From the viewpoint of environmental protection, the recycling of wastes becomes ever more important. In such a field, there is the manner of recycling or reuse, we need to develop a simple technique on advertising to promote recycling and reuse based on the local autonomy. Especially, the field of sorting for reuse requires a simple sensor system that identifies the materials, shape and size of an object without contact with the target. We propose a new identification system using an ultrasonic sensor array and neural networks. The method sorts by the shape and the material of an object based on ultrasonic pressure distribution and acoustic impedance. We have done some experiments with a prototype sensor system. The experimental results showed the practical applicability of the identification method in a shapes and materials sorting system
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