17 citations · 81 across the 20 of their papers we have counts for
3 papers · 1 filter
Identification of Structured LTI MIMO State-Space Models
Chengpu Yu, Michel Verhaegen, Shahar Kovalsky +1
The identification of structured state-space model has been intensively studied for a long time but still has not been adequately addressed. The main challenge is that the involved…
Data-Driven Robust Receding Horizon Fault Estimation
Yiming Wan, Tamas Keviczky, Michel Verhaegen +1
This paper presents a data-driven receding horizon fault estimation method for additive actuator and sensor faults in unknown linear time-invariant systems, with enhanced robustnes…
N2SID: Nuclear Norm Subspace Identification
Michel Verhaegen, Anders Hansson
The identification of multivariable state space models in innovation form is solved in a subspace identification framework using convex nuclear norm optimization. The convex optimi…