Search
CSV
RISSTRIDE for Structural Identification Using Expectation Maximization: Iterative Output-Only Method for Modal Identification
Publisher: American Society of Civil Engineers
Abstract: This paper introduces structural identification using expectation maximization (STRIDE), a novel application of the expectation maximization (EM) algorithm and approach for output-only modal identification. The EM algorithm ...
Structural Identification for Mobile Sensing with Missing Observations
Publisher: American Society of Civil Engineers
Abstract: There are many occasions in structural health monitoring (SHM) on which collected data sets contain missing observations. Such instances may occur as a result of failed communications or packet losses in a wireless sensor ...
Sensitivity Metrics for Maximum Likelihood System Identification
Publisher: American Society of Civil Engineers
Truncated Physical Model for Dynamic Sensor Networks with Applications in High-Resolution Mobile Sensing and BIGDATA
Publisher: American Society of Civil Engineers
Abstract: Historically, structural health monitoring (SHM) has relied on fixed sensors, which remain at specific locations in a structural system throughout data collection. This paper introduces state-space approaches for processing ...
STRIDE for Structural Identification Using Expectation Maximization: Iterative Output-Only Method for Modal Identification
Publisher: American Society of Civil Engineers
Abstract: This paper introduces structural identification using expectation maximization (STRIDE), a novel application of the expectation maximization (EM) algorithm and approach for output-only modal identification. The EM algorithm ...
Truncated Physical Model for Dynamic Sensor Networks with Applications in High-Resolution Mobile Sensing and BIGDATA
Publisher: American Society of Civil Engineers
Abstract: Historically, structural health monitoring (SHM) has relied on fixed sensors, which remain at specific locations in a structural system throughout data collection. This paper introduces state-space approaches for processing ...
Structural Identification for Mobile Sensing with Missing Observations
Publisher: American Society of Civil Engineers
Abstract: There are many occasions in structural health monitoring (SHM) on which collected data sets contain missing observations. Such instances may occur as a result of failed communications or packet losses in a wireless sensor ...
Modal Identification of Bridges Using Mobile Sensors with Sparse Vibration Data
Publisher: ASCE
Abstract: Dynamic sensor networks have the potential to significantly increase the speed and scale of infrastructure monitoring. Structural health monitoring (SHM) methods have been long developed under the premise of utilizing fixed ...