{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11492006","patent":{"patent_number":"US-11492006","title":"Apparatus and methodology of road condition classification using sensor data","assignee":null,"inventors":[],"filing_date":"2020-07-31T00:00:00.000Z","publication_date":"2022-11-08T00:00:00.000Z","cpc_codes":["B60W","G06V","B60W","B60W","B60W","G01S","G01S","G01S","G01S","G06F","G06N","G06N","G06V","G06V","G06V","G06V","B60W","B60W","B60W","B60W","B60W","G01S","G01S","G01S","G01S","G01S"],"num_claims":20,"abstract":"Methods and systems are provided for controlling a vehicle action based on a condition of a road on which a vehicle is travelling, including: obtaining first sensor data as to a surface of the road from one or more first sensors onboard the vehicle; obtaining second sensor data from one or more second sensors onboard the vehicle as to a measured parameter pertaining to operation of the vehicle or conditions pertaining thereto; generating a plurality of road surface channel images from the first sensor data, wherein each road surface channel image captures one of a plurality of facets of properties of the first sensor data; classifying, via a processor using a neural network model, the condition of the road on which the vehicle is travelling, based on the measured parameter and the plurality of road surface channel images; and controlling a vehicle action based on the classification of the condition of the road."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Apparatus and methodology of road condition classification using sensor data","description":"Methods and systems are provided for controlling a vehicle action based on a condition of a road on which a vehicle is travelling, including: obtaining first sensor data as to a surface of the road fr","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11492006","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-11492006","citation_suggestion":"Patentable. \"Apparatus and methodology of road condition classification using sensor data\" (US-11492006). https://patentable.app/patents/US-11492006","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11492006","json":"https://patentable.app/api/llm-context/US-11492006","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T06:31:21.711Z"}