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math.OC2020
Sensor Selection With Cost Constraints for Dynamically Relevant Bases
Emily Clark, J. Nathan Kutz, Steven L. Brunton
We consider cost-constrained sparse sensor selection for full-state reconstruction, applying a well-known greedy algorithm to dynamical systems for which the usual singular value d…
math.OC2018
Greedy Sensor Placement with Cost Constraints
Emily Clark, Travis Askham, Steven L. Brunton +1
The problem of optimally placing sensors under a cost constraint arises naturally in the design of industrial and commercial products, as well as in scientific experiments. We cons…