A missing sensor measurement data reconstruction framework powered by multi-task Gaussian process regression for dam structural health monitoring systems
Yangtao Li, Tengfei Bao, Zexun Chen, Zhixin Gao, Xiaosong Shu, Kang Zhang
Topics & Concepts
Missing dataKrigingStructural health monitoringData miningGround-penetrating radarProcess (computing)Task (project management)Gaussian processComputer scienceFault (geology)Wireless sensor networkGaussianFault detection and isolationCompressed sensingRegressionArtificial intelligenceReal-time computingEngineeringMachine learningRadarStatisticsSystems engineeringMathematicsGeologyQuantum mechanicsComputer networkStructural engineeringOperating systemTelecommunicationsPhysicsSeismologyActuatorDam Engineering and SafetyGroundwater flow and contamination studiesWater Systems and Optimization