SGFormer: prototype learning enhanced transformer for multi-sensor anomaly detection in lightweight bridge structural health monitoring systems
Structural Health Monitoring: An International Journal
Published online on February 28, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Dynamic deflection monitoring with distributed photoelectric deflectometers (PDs) is pivotal to lightweight bridge structural health monitoring systems (SHMS). With few sensors yet theoretically unlimited monitoring markers, such systems maximize coverage ...
Dynamic deflection monitoring with distributed photoelectric deflectometers (PDs) is pivotal to lightweight bridge structural health monitoring systems (SHMS). With few sensors yet theoretically unlimited monitoring markers, such systems maximize coverage ...