Deep learning-based mobile device positioning and tracking system and use method thereof

Abstract

The invention provides a deep learning-based mobile device positioning and tracking system and a use method thereof. The system comprises hardware equipment, a data acquisition module, a communicationmodule, a mobile device positioning model generating module, a mobile device moving trajectory model generating module, a mobile device positioning and tracking module, an abnormal trajectory early warning module; the hardware equipment includes a server, an application client and a mobile device detecting client; the data acquisition module is used for acquiring the attribute information of a mobile device; the communication module, the server and the clients transmit information to one another; the mobile device positioning model generating module obtains a mobile device positioning model through using machine learning, deep learning and WIFI signals; the mobile device moving trajectory model generating module obtains a mobile device moving trajectory model through using a deep learningmethod on the bias of user classification, scene classification and route information; and the mobile device positioning and tracking module performs positioning and movement behavior prediction through using the positioning model and the trajectory model. According to the deep learning-based mobile device positioning and tracking system and the use method thereof of the invention, the deep learning and WIFI technology are combined, so that the accurate positioning of the mobile device can be provided, the movement trajectory of the mobile device can be predicted, and the mobile device can betracked.

Description

technical field [0001] The present invention relates to the field of wireless communication, and more specifically, relates to a system and a method for using multiple WIFI-based mobile device detectors in an area to locate, track and predict a designated mobile device's trajectory. Background technique [0002] With the development and maturity of wireless technology, wireless networks are rapidly applied to all aspects of life, bringing us a lot of convenience. Many merchants and enterprises have begun to use wireless signals to locate and track mobile devices indoors. This technology can be used in large shopping malls, parking lots, scenic spots, national defense and public security and other fields for early warning of crowd flow, shopping recommendations, vehicle navigation, and criminal suspects. tracking etc. [0003] Existing technologies are mainly based on 1) mobile network signals such as 3G, 2) GPS, and 3) WiFi. However, the existing technology has the followi...

AI Technical Summary

Problems solved by technology

[0007] The technical problem to be solved by the present invention is to overcome the shortcomings of the existing positioning technology that are not suitable for regional positioning, cannot perform active tracking, and cannot perform behavior prediction, and provide a mobile device positioning based on multiple WIFI detection clients Tracking system, the system includes multiple WIFI areas (can be indoor environment), each area is composed of one or more WIFI detection devices for detecting mobile devices, the detection device is called WIFI client, WIFI client communicates with server communication

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