{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11531080","patent":{"patent_number":"US-11531080","title":"Leveraging spectral diversity for machine learning-based estimation of radio frequency signal parameters","assignee":null,"inventors":[],"filing_date":"2019-09-26T00:00:00.000Z","publication_date":"2022-12-20T00:00:00.000Z","cpc_codes":["G01S","H04B","G01S","G01S","G01S","G06N","G06N","G06N","G06N","H04B","H04B","H04B","H04B","H04B","H04B","G06N"],"num_claims":19,"abstract":"An example method for estimating the angle-of-arrival (AoA) and other parameters of radio frequency (RF) signals that are received by an antenna array comprises: receiving a plurality of radio frequency (RF) signal power measurements by a plurality of antenna elements at a plurality of RF channels; computing, by applying a machine learning model to the plurality of RF signal power measurements, an estimated RF signal parameter value; and outputting the RF signal parameter value."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Leveraging spectral diversity for machine learning-based estimation of radio frequency signal parameters","description":"An example method for estimating the angle-of-arrival (AoA) and other parameters of radio frequency (RF) signals that are received by an antenna array comprises: receiving a plurality of radio frequen","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11531080","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-11531080","citation_suggestion":"Patentable. \"Leveraging spectral diversity for machine learning-based estimation of radio frequency signal parameters\" (US-11531080). https://patentable.app/patents/US-11531080","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11531080","json":"https://patentable.app/api/llm-context/US-11531080","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T09:41:45.723Z"}