Cognitive modeling for anomalies detection in driving

US10821990B2 · kind B2 · utility

Assignee

• International Business Machines Corporation · US

Inventors

• Hari H. Madduri · Austin, US
• Pu Yang · Cary, US

Key dates

• Filing date: Mar 26, 2018
• Grant date: Nov 3, 2020
• Expiry date: Nov 13, 2038

Classification

• Technology area (CPC B): Performing Operations; Transporting
• CPC primary: B60W2520/10
• WIPO field: Control
• WIPO sector: Instruments

Abstract

Embodiments generally relate to detection of anomalies in driving. In some embodiments, a method includes receiving first vehicle data during operation of a vehicle, wherein the first vehicle data is associated with a plurality of vehicle parameters. The method further includes determining a first signature based on the first vehicle data, wherein the first signature indicates first driving behavior. The method further includes receiving second vehicle data during operation of the vehicle, wherein the second vehicle data is associated with the plurality of vehicle parameters. The method further includes determining a second signature based on the second vehicle data, wherein the second signature indicates second driving behavior. The method further includes performing one or more remediating actions based on the second signature.