User position predicating system and method based on wireless network

A prediction system and wireless network technology, applied in radio wave measurement system, wireless communication, positioning, etc., can solve problems such as deviation and poor stability

Active Publication Date: 2014-04-23
SHANGHAI HEGUANG INFORMATION SCI & TECH CO LTD
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  • Abstract
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  • Application Information

AI Technical Summary

Problems solved by technology

The prediction scheme of this invention is too simple, and the prediction result only depends on the coordinate information of the first three position

Method used

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  • User position predicating system and method based on wireless network
  • User position predicating system and method based on wireless network
  • User position predicating system and method based on wireless network

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Embodiment Construction

[0104] specific implementation plan

[0105] The invention will be described in detail below with reference to the accompanying drawings, in which preferred embodiments of the invention are illustrated. The preferred embodiments and descriptions of the present invention are used to explain the present invention, but do not constitute an improper limitation to the present invention.

[0106] figure 1 It is a structural diagram of an embodiment of the wireless network-based user position prediction system of the present invention.

[0107] Such as figure 1 As shown, the prediction system of this embodiment includes a movement data acquisition module 1, a movement data cleaning module 2, a user history movement record module 3, and a mixed position prediction module 4, wherein the mixed position prediction module 4 is provided with a stay hypothesis prediction sub-module 41 , a historical prediction submodule 42 based on period division, a jump prediction submodule 43 , a coll...

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Abstract

The invention relates to a user position predicating system based on a wireless network. The user position predicating system comprises a mobile data obtaining module, a mobile data cleaning module, a user history mobile record module and a mixed position predicating module, wherein the mixed position predicating module is provided with a stop assumption predicating sub module, a history predicating sub module, a jump predicating sub module, a collaborative filtering predicating sub module and a predicating result sub module, the history predicating sub module is based on time period division, and the predicating result sub module completes the user position predication according to predicating results of the stop assumption predicating sub module, the history predicating sub module based on time period division, the jump predicating sub module and the collaborative filtering predicating sub module. The invention also provides a user position predicating method based on the wireless network. The system and the method provided by the invention have the advantages that the real-time position predication in 24 hours is provided, and in addition, the predication result accuracy is high.

Description

technical field [0001] The present invention relates to a user location prediction system and method based on a wireless network, especially in the field of mobile communications, through the mobile communication network user wireless Internet access data to mine the user's mobile behavior characteristics, make the user's dynamic location prediction for the next 24 hours, and A system and method capable of dynamically modifying forecast results in real time according to changes in new data at any time. Background technique [0002] For position prediction, many related researches have been carried out, most of which use GPS data or combine with Bluetooth for indoor positioning. The location prediction methods include prediction through time series, and some try to classify the location and then make predictions, and some use neural network methods to make predictions. However, location predictions for real-time twenty-four hours or more have not been considered yet. [000...

Claims

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Application Information

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IPC IPC(8): H04W64/00G01S5/00
Inventor 刘臻卢扬韩筱璞周涛黄盼华吕琳媛刘润然李辉
Owner SHANGHAI HEGUANG INFORMATION SCI & TECH CO LTD
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