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MACHINE LEARNING TECHNIQUES FOR PRECISE POSITION DETERMINATION
MACHINE LEARNING TECHNIQUES FOR PRECISE POSITION DETERMINATION
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机译:精确确定位置的机器学习技术
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摘要
Systems, methods, computer program products, and apparatuses to determine, by a neural network based on training data related to wireless signals exchanged by a device and a plurality of wireless access points in an environment, a respective distance between the device and each wireless access point, receive location data related to a respective location of each wireless access point of the plurality of wireless access points, determine a geometric cost of the neural network based on a geometric cost function, the respective distances, and the received location data, and train a plurality of values of the neural network based on a backpropagation and the determined geometric cost.
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