Urban mobile network traffic generation method and device, electronic equipment and storage medium
The invention provides an urban mobile network flow generation method and device, electronic equipment and a storage medium, and the method comprises the steps: extracting a plurality of entities based on urban data information, and constructing an urban knowledge graph based on the relation between...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention provides an urban mobile network flow generation method and device, electronic equipment and a storage medium, and the method comprises the steps: extracting a plurality of entities based on urban data information, and constructing an urban knowledge graph based on the relation between the entities; obtaining a knowledge graph embedded vector corresponding to the base station based on the urban knowledge graph; inputting the knowledge graph embedded vector and the noise into a generator network of the trained generative adversarial network model to obtain generated flow data; in the generative adversarial network model, the urban mobile network traffic pattern generative adversarial network with different time scales and the continuous time urban mobile network traffic generative adversarial network are based on knowledge graph embedding vectors of a plurality of base stations for transmitting known network traffic and are input into a generator network to obtain generated traffic sample data; a |
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