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JMSANet: A lightweight network for industrial robot multi-joint anomaly detection

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Joint anomaly detection from multi-joint signals is a key component in maintaining motion-control quality in industrial robots. In practical applications, this task requires models that achieve strong detection performance while remaining lightweight. ...