Wireless positioning method and system based on depth learning
A wireless positioning system and deep learning technology, applied in the field of wireless positioning methods and systems based on deep learning, can solve the problem of low positioning accuracy and achieve the effect of improving accuracy
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[0087] The following are specific embodiments of the present invention and in conjunction with the accompanying drawings, the technical solutions of the present invention are further described, but the present invention is not limited to these embodiments.
[0088] The embodiment of the present invention provides a wireless positioning method based on deep learning, such as figure 1 shown, including steps:
[0089] S11: collect the wireless signal strength received by all sampling points;
[0090] S12: Using a deep learning algorithm to input the collected wireless signal strength and coordinates into a deep learning neural network to generate a weighted deep learning neural network;
[0091] S13: Collect the wireless signal strength of the user's location and input it into the weighted deep learning neural network to determine the user's location.
[0092] The concept of deep learning originated from the study of artificial neural networks. A multi-layer perceptron with mu...
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