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Journal Articles

Data-Driven Performance Monitoring of Dynamical Systems Using Granger Causal Graphical Models

Homagni Saha, Chao Liu, Zhanhong Jiang, Soumik Sarkar
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. August 2020, 142(8): 081006.
Paper No: DS-19-1499
https://doi.org/10.1115/1.4046673
Published Online: April 6, 2020
View Articletitled, Data-Driven Performance Monitoring of Dynamical Systems Using Granger Causal Graphical Models
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Topics: Delays, Dynamic systems, Root cause analysis, Spatiotemporal phenomena, Time series, Probability, Entropy, Control equipment, Modeling, Risk-based maintenance
Includes: Supplementary data
Journal Articles

Tips on Stochastic Optimal Feedback Control and Bayesian Spatiotemporal Models: Applications to Robotics

Jongeun Choi, Dejan Milutinović
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Review Articles
J. Dyn. Sys., Meas., Control. March 2015, 137(3): 030801.
Paper No: DS-14-1068
https://doi.org/10.1115/1.4028642
Published Online: October 21, 2014
View Articletitled, Tips on Stochastic Optimal Feedback Control and Bayesian Spatiotemporal Models: Applications to Robotics
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Topics: Feedback, Robotics, Robots, Spatiotemporal phenomena, Sensor networks, Optimal control
Journal Articles

Kalman Smoother Based Force Localization and Mapping Using Intravital Video Microscopy

Dejan Lj. Milutinović, Devendra P. Garg
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Modeling Applications
J. Dyn. Sys., Meas., Control. November 2010, 132(6): 061503.
https://doi.org/10.1115/1.4002485
Published Online: October 29, 2010
View Articletitled, Kalman Smoother Based Force Localization and Mapping Using Intravital Video Microscopy
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Topics: Errors, Kalman filters, Microscopy, Spatiotemporal phenomena, Trajectories (Physics)