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CNN Method and apparatus for generating input data for Convolutional Neural Networks in indoor path loss modeling and indoor path loss modeling method and apparatus using the same
CNN Method and apparatus for generating input data for Convolutional Neural Networks in indoor path loss modeling and indoor path loss modeling method and apparatus using the same
A method and apparatus for generating CNN training data for indoor path loss modeling, and an indoor path loss modeling method and apparatus using the same are disclosed. When the learning data generating apparatus receives the building floor plan, the transmitter location, and the receiver location, it generates a pixel extraction area based on the transmitter location and the receiver location in the building floor plan, and extracts pixels corresponding to a predefined number from the pixel extraction area and create a training image composed of the extracted pixels.
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