{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11470484","patent":{"patent_number":"US-11470484","title":"UAV arrangement device and method based on machine learning for maximizing communication throughput","assignee":null,"inventors":[],"filing_date":"2020-08-26T00:00:00.000Z","publication_date":"2022-10-11T00:00:00.000Z","cpc_codes":["H04B","H04W","G08G","G08G","H04B","H04W","H04W","G08G"],"num_claims":12,"abstract":"The invention relates to a UAV arrangement device based on machine learning for maximizing communication throughput, the UAV arrangement device including: a communication module unit that receives location information and communication demand information of a user and transmits UAV arrangement information; a user information unit that stores and analyzes the location information and the communication demand information of the user; a UAV information unit that stores basic UAV information including UAV communication throughput; and a clustering algorithm modeling unit that calculates a location at which communication throughput is maximized, with a clustering algorithm based on the location information and the communication demand information of the user.The invention relates to a UAV arrangement method based on machine learning for maximizing communication throughput, the UAV arrangement method including: checking location information of a user; checking communication demand of a user; calculating central nodes of respective clusters at which communication throughput is maximized, by using a clustering algorithm; and arranging unmanned aerial vehicles of central nodes of the respective clusters."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"UAV arrangement device and method based on machine learning for maximizing communication throughput","description":"The invention relates to a UAV arrangement device based on machine learning for maximizing communication throughput, the UAV arrangement device including: a communication module unit that receives loc","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11470484","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11470484","citation_suggestion":"Patentable. \"UAV arrangement device and method based on machine learning for maximizing communication throughput\" (US-11470484). https://patentable.app/patents/US-11470484","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11470484","json":"https://patentable.app/api/llm-context/US-11470484","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:55:54.072Z"}