Method and device for mobile network state prediction and mobile network
A network status and mobile network technology, applied in network planning, electrical components, wireless communication, etc., can solve problems such as poor user experience, wireless network cannot dynamically obtain network status, wireless cell congestion, etc., and achieve the effect of improving processing efficiency
Active Publication Date: 2018-01-30
CHINA TELECOM CORP LTD
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Problems solved by technology
However, the network traffic is unbalanced, and the resource utilization rate of the wireless cell network is not high. When there is a burst of high-traffic traffic, it often causes congestion in the wireless cell and poor user experience. Moreover, the wireless network cannot dynamically obtain the network status. Traffic control cannot be performed according to the congestion status of the cell
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[0039] The present invention will be described more fully hereinafter with reference to the accompanying drawings, in which exemplary embodiments of the invention are illustrated. The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0040] figure 1It is a flow chart of an embodiment of the method for mobile network state prediction according to the present invention. like figure 1 Shown:
[0041] Step 101, receiving network state data periodically output by a network management system of a mobile network.
[0042] ...
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The invention discloses a mobile network state prediction method, device and mobile network, which receives network state data periodically output by a network management system, performs discrete processing and sends it to a network state historical database for storage; obtains the current network state data of a cell, Match the historical network state data of the cell in the network state historical database to obtain an approximate matching sequence; calculate the weighted value according to the Euclidean distance between the approximate matching sequence and the current network state data of the cell, and compare the current network state data with the weighted value The predicted value of the network state of the cell at the next moment is obtained by multiplying them together. The method, device and mobile network of the present invention use the prediction method based on vector approximate matching and vector distance to predict the network state of the cell at the next moment, can comprehensively predict the multi-dimensional information of the network state, and propose a separate processing and storage structure for network historical data, Real-time network status prediction based on a large amount of multi-dimensional historical data can be realized.
Description
technical field [0001] The present invention relates to the technical field of mobile communication, in particular to a method and device for predicting the status of a mobile network and a mobile network. Background technique [0002] At present, with the rapid development of mobile communication technology, various services relying on network bandwidth have become the development trend in the field of mobile communication. The rapid development of various data services has made the demand for network bandwidth continue to rise. However, the network traffic is unbalanced, and the network resource utilization rate of the wireless cell is not high. When there is a burst of high-traffic traffic, it often causes congestion in the wireless cell and poor user experience. Moreover, the wireless network cannot dynamically obtain the network status. Traffic control cannot be performed according to the congestion status of the cell. Contents of the invention [0003] In view of th...
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IPC IPC(8): H04W16/22H04W24/08
Inventor 王燕蒙
Owner CHINA TELECOM CORP LTD