Wireless network signal transmission strength calculation method and computer storage medium

Abstract

The invention relates to a wireless network signal transmission strength calculation method and a computer storage medium, and the method comprises the steps: firstly constructing an input feature variable based on engineering practice analysis during the modeling of a wireless network signal transmission model, and screening an important feature subset from the input feature variable through employing a feature selection theory as an actual input feature vector; generating a virtual input feature vector according to the real input feature vector by adopting an adversarial network, and obtaining an output label corresponding to the virtual input feature vector by adopting a decomposition fuzzy extreme learning machine trained by using real data; then, adopting a multi-layer intuitionisticcondition fuzzy residual neural network as a virtual / real twinning network to extract features of virtual / real input feature vectors, and virtual-real interaction being achieved through a feature sharing laye; and finally, in order to further improve the accuracy and robustness of the model, integrating a plurality of individual parallel learning models by adopting a parallel decomposition fuzzy width neural network on the basis of a staging thought so as to obtain a stronger model generalization ability.

Description

technical field [0001] The invention relates to a method for calculating the transmission strength of a wireless network signal and a computer storage medium, belonging to the technical field of wireless communication. Background technique [0002] With the development of modern communication technology, 5G and even 6G communication will play an increasingly important role in the national economy and daily life in the foreseeable future. Currently, during the actual deployment of 5G wireless networks, the site selection of base stations is one of the most critical technical problems. A reasonable and optimized base station deployment scheme is the key to ensuring the quality of network communication and controlling construction costs. Among them, the accurate wireless network signal transmission model is the main theoretical basis for base station deployment. Therefore, establishing a correct and reliable wireless signal transmission model is one of the core technologies o...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a wireless network signal transmission strength calculation method and computer storage medium to solve the problem of lacking a universal and scientific and accurate signal transmission model to calculate and predict signal strength

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