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FSS capacity ARPU trend prediction system for satellite operator

A trend forecasting and operator technology, applied in data processing applications, instruments, wireless communications, etc., can solve problems such as the inapplicability of the fluctuating user classification method and the inaccurate prediction conclusions, and achieve more flexible classification methods and prediction conclusions. accurate effect

Inactive Publication Date: 2022-08-02
GLOBALTOUR GROUP LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the system's handling of fluctuating users and user classification are not su

Method used

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  • FSS capacity ARPU trend prediction system for satellite operator
  • FSS capacity ARPU trend prediction system for satellite operator
  • FSS capacity ARPU trend prediction system for satellite operator

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0050] This embodiment provides an FSS capacity ARPU trend prediction system for satellite operators, combined with figure 1 , including a user data management module, a traffic data statistics module, and a data analysis module, the user data management module is used to record the fixed satellite service ordered by the user and the corresponding usage flow, and the traffic data statistics module is used to monitor the real-time monitoring of each user's traffic. transmitting traffic and sending monthly statistical results to the user data management module, and the data analysis module predicts the ARPU trend according to historical data in the user data management module;

[0051] The data analysis module includes a single-month data analysis unit, an inter-month data analysis unit and an analysis data storage unit, and the single-month data analysis unit calculates the cost index of each user according to the following formula:

[0052] ;

[0053] in, is the stability...

Embodiment 2

[0084] This embodiment includes all the content in the first embodiment, and provides an FSS capacity ARPU trend prediction system for satellite operators, including a user data management module, a traffic data statistics module, and a data analysis module. The user data management module The module is used to record the fixed satellite service ordered by the user and the corresponding usage flow. The flow data statistics module is used to monitor the transmission flow of each user in real time and send the monthly statistical results to the user data management module. The data analysis module predicts the ARPU trend according to the historical data in the user data management module;

[0085] combine figure 2 , the data analysis module includes a single-month data analysis unit, an inter-month data analysis unit and an analysis data storage unit, and the unit data analysis unit obtains a complete month of data information from the user data management module for analysis, ...

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Abstract

The invention provides an FSS capacity ARPU trend prediction system for a satellite operator, which comprises a user data management module, a traffic data statistics module and a data analysis module, and is characterized in that the user data management module is used for recording fixed satellite services ordered by users and corresponding use traffic; the traffic data statistics module is used for monitoring the transmission traffic of each user in real time and sending a statistical result of each month to the user data management module, and the data analysis module predicts an ARPU trend according to historical data in the user data management module; in the prediction process, the system divides the users into high-consumption users and low-consumption users according to data features of the users, the data of the high-consumption users has the characteristics of low discreteness and high regularity, the data of the low-consumption users has the characteristics of high discreteness and low regularity, and the two types of users are predicted respectively, so that the prediction accuracy is improved. And a reliable comprehensive prediction conclusion is obtained.

Description

technical field [0001] The invention relates to the field of satellite operation data processing, in particular to an FSS capacity ARPU trend prediction system for satellite operators. Background technique [0002] ARPU refers to the average revenue per user, and FSS refers to fixed satellite services. ARPU has strong analytical significance for communication operators. Adjust the operation plan according to the predicted ARPU value to obtain better operating results. For the operator's FSS service, the number of users used is large and the uncertainty is strong, and the common method used cannot make accurate predictions. Now a more reliable ARPU prediction system is needed to predict the FSS service; [0003] The foregoing discussion of the background art is merely intended to facilitate an understanding of the present invention. This discussion does not endorse or acknowledge any part of the common knowledge in the material referred to. [0004] Many authorization syste...

Claims

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Application Information

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IPC IPC(8): G06Q30/02G06K9/62G06Q50/32H04W4/24H04W24/00H04W84/06
CPCG06Q30/0202G06Q30/0201G06Q50/32H04W4/24H04W24/00H04W84/06G06F18/24
Inventor 张卫平岑全张思琪黄筱雨向荣
Owner GLOBALTOUR GROUP LTD