Optimal Sensor and Actuator Selection Using Balanced Model Reduction
Optimal Sensor and Actuator Selection Using Balanced Model Reduction
Optimal sensor and actuator selection is a central challenge in high-dimensional estimation and control. Nearly all subsequent control decisions are affected by these sensor and actuator locations. In this article, we exploit balanced model reduction and greedy optimization to efficiently determine sensor and actuator selections that optimize observability and controllability. …