US Patent Application 18004875. ANOMALY DETECTION FOR SENSOR SYSTEMS simplified abstract
Contents
ANOMALY DETECTION FOR SENSOR SYSTEMS
Organization Name
Microsoft Technology Licensing, LLC
Inventor(s)
Nadav Shlomo Ben Amram of Herzliya (IL)
Dmitry Birenberg of Rosh Ha Ayin (IL)
ANOMALY DETECTION FOR SENSOR SYSTEMS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18004875 titled 'ANOMALY DETECTION FOR SENSOR SYSTEMS
Simplified Explanation
The patent application describes an apparatus and method for improving the quality of a sensor signal by using an AI-based anomaly detector.
- An AI-based anomaly detector is used to recognize anomalies in a sensor output data stream.
- The approach helps in predicting and identifying rare anomaly signals that are not effectively handled by noise removal algorithms.
- The detected anomalies can assist subsequent algorithms in making better decisions in real-time to handle anomalous samples more effectively.
Original Abstract Submitted
An apparatus and method for improving signal quality of a sensor signal, wherein an AI-based anomaly detector is configured to recognize an anomaly in a sensor output data stream. This approach can be used to predict and identify rare anomaly signals that are not handled properly by noise removal algorithms and help subsequent algorithms to get better decisions on the fly to better handle anomalous samples.
