no code implementations • 17 Mar 2023 • Michael Shanks, Uduak Inyang-Udoh, Neera Jain
We leverage graph-based methods to prove that the system model is uniformly detectable, guaranteeing that the state estimates are bounded.
no code implementations • 27 Sep 2022 • Uduak Inyang-Udoh, Michael Shanks, Neera Jain
Many dynamical systems, including thermal, fluid, and multi-agent systems, can be represented as weighted graphs.
no code implementations • 7 Jul 2022 • Uduak Inyang-Udoh, Alvin Chen, Sandipan Mishra
This approach is applied for feedforward predictive control in which the network parameters are learned offline from previous data and the control input pattern for all layers to be printed is synthesized.