{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12010571","patent":{"patent_number":"US-12010571","title":"Spectral efficiency prediction with artificial intelligence for enhancing carrier aggregation and proactive radio resource management","assignee":null,"inventors":[],"filing_date":"2021-09-29T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["H04W","H04W","G06N","G06N","G06N","H04W","H04W","H04W","G06N"],"num_claims":16,"abstract":"An apparatus includes at least one processor; and at least one non-transitory memory including computer program code; wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to: transmit an indication of a transformation function to a user equipment, wherein at least one input to the transformation function comprises a location of a user equipment and at least one measurement of a radio channel; receive a representation from the user equipment, the representation being a result of a calculation using the transformation function and the at least one input to the transformation function; and determine, using the representation, a channel quality of at least one secondary cell."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Spectral efficiency prediction with artificial intelligence for enhancing carrier aggregation and proactive radio resource management","description":"An apparatus includes at least one processor; and at least one non-transitory memory including computer program code; wherein the at least one memory and the computer program code are configured to, w","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12010571","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-12010571","citation_suggestion":"Patentable. \"Spectral efficiency prediction with artificial intelligence for enhancing carrier aggregation and proactive radio resource management\" (US-12010571). https://patentable.app/patents/US-12010571","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12010571","json":"https://patentable.app/api/llm-context/US-12010571","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:01:51.656Z"}