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Cognitive radio interference prediction method and system

A technology of cognitive radio and prediction method, which is applied in the field of cognitive radio interference prediction method and system, can solve the problems of unsatisfactory prediction effect and less research, and achieve high-quality completion, low complexity, and short learning and analysis time Effect

Active Publication Date: 2016-04-13
SHANGHAI INTERNET OF THINGS
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AI Technical Summary

Problems solved by technology

The existing spectrum prediction technology has high requirements on the training time and the number of training samples. When the training sample data is small, the prediction effect is often not ideal.
At the same time, there are few researches at home and abroad on the reliable spectrum prediction technology based on small samples of man-made interference signals in the channel.

Method used

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  • Cognitive radio interference prediction method and system
  • Cognitive radio interference prediction method and system
  • Cognitive radio interference prediction method and system

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Embodiment Construction

[0039] Below in conjunction with specific embodiment, further illustrate the present invention. It should be understood that these examples are only used to illustrate the present invention and are not intended to limit the scope of the present invention. In addition, it should be understood that after reading the teachings of the present invention, those skilled in the art can make various changes or modifications to the present invention, and these equivalent forms also fall within the scope defined by the appended claims of the present application.

[0040] The system includes perception nodes, communication nodes and management center. Such as figure 1 As shown, the sensing node is responsible for performing spectrum sensing on the set frequency band, and providing the spectrum detection result to the frequency management center. Communication nodes can realize real-time transmission of communication services between nodes, and modify the communication frequency accordin...

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Abstract

The invention relates to a cognitive radio interference prediction method and system. The method comprises: analyzing historical frequency spectrum information and looking for interference patterns; analyzing the interference patterns and finding the optimal access frequency band; and realizing dynamic access of the communication frequency band according to the obtained optimal access frequency band. The system comprises a sensor node, a communication node and a management center. The nodes work in conjunction with each other according to the above cognitive radio interference prediction method. The invention guarantees that proactive frequency spectrum shifting be realized when cognitive users are communicated, thereby preventing confliction with interference.

Description

technical field [0001] The present invention relates to the field of cognitive radio technologies, in particular to a cognitive radio interference prediction method and system. Background technique [0002] With the rapid development of mobile communication technology, new wireless communication services emerge in an endless stream, the number of users continues to increase, and spectrum resources become increasingly scarce. In order to improve the utilization efficiency of wireless spectrum, cognitive radio (CR, CognitiveRadio) technology is proposed. Cognitive radio technology can realize dynamic spectrum allocation and spectrum sharing through spectrum detection and intelligent learning capabilities of the system. [0003] The anti-jamming capability is an important index to measure communication equipment under the conditions of modern warfare, and it is also an important guarantee for winning the war. Cognitive radio has advanced machine learning capabilities, which c...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04W16/14H04W72/04H04W72/08H04W72/12H04W72/54
CPCH04W16/14H04W72/0453H04B2201/692H04W72/541H04W72/54
Inventor 王康如邱云周罗炬锋李凤荣郑春雷王营冠王满喜李永成
Owner SHANGHAI INTERNET OF THINGS
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